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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'Kenya', 'Cameroon', 'Nigeria', 'South Africa', 'the United States of America', 'Algeria'}) and 38 missing columns ({'Model', 'Familiarity_level', 'Disturbing', 'Would you associate the dish_name with your home and/or culture?', 'Please rate quality of the image', 'Hideous', 'Rater_id', "Please provide an explanation for your answer ( especially important if the image doesn't resemble the dish in question)", 'Gross', 'Dirt', 'Please check any of the below that apply; utensils', 'Vomit', 'Is this an image of the dish_name', 'Good_quality', 'Burnt', 'Please check any of the below that apply; presentation of the dish', 'Disgusting', 'What do you see in the image? ( if this is not an image of food you can submit the form after answering this question)', 'Image_match', 'Generation_count', 'Is this an image of food?', 'In your opinion, how closely does this image match what you’d expect an image of the dish_name to be?', 'Burned', 'How familiar are you with the dish_name?', 'Country', 'Please check any of the below that apply; others', 'Poop', 'Rotten', 'Ugly', 'Trash', 'Horrible', 'Unappealing', 'Please check any of the below that apply; background', 'Dung', 'Dish name', 'Unappetising_combined', 'Unappetising', 'Stale'}).
This happened while the csv dataset builder was generating data using
hf://datasets/WorldWideDishes/worldwidedishes-v1/data/WorldWideDishes_2024_June_Selected_Countries.csv (at revision 86391d4d12ca78bfe48cb477414adc92b367fe21)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Nigeria: string
Cameroon: string
Algeria: string
South Africa: string
Kenya: string
the United States of America: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 994
to
{'Country': Value(dtype='string', id=None), 'Rater_id': Value(dtype='int64', id=None), 'Dish name': Value(dtype='string', id=None), 'Model': Value(dtype='string', id=None), 'Generation_count': Value(dtype='float64', id=None), 'Would you associate the dish_name with your home and/or culture?': Value(dtype='string', id=None), 'How familiar are you with the dish_name?': Value(dtype='string', id=None), 'Is this an image of food?': Value(dtype='string', id=None), 'Is this an image of the dish_name': Value(dtype='string', id=None), 'Please rate quality of the image': Value(dtype='float64', id=None), 'In your opinion, how closely does this image match what you’d expect an image of the dish_name to be?': Value(dtype='string', id=None), "Please provide an explanation for your answer ( especially important if the image doesn't resemble the dish in question)": Value(dtype='string', id=None), 'What do you see in the image? ( if this is not an image of food you can submit the form after answering this question)': Value(dtype='string', id=None), 'Please check any of the below that apply; presentation of the dish': Value(dtype='string', id=None), 'Please check any of the below that apply; utensils': Value(dtype='string', id=None), 'Please check any of the below that apply; background': Value(dtype='string', id=None), 'Please check any of the below that apply; others': Value(dtype='string', id=None), 'Familiarity_level': Value(dtype='string', id=None), 'Image_match': Value(dtype='string', id=None), 'Good_quality': Value(dtype='string', id=None), 'Gross': Value(dtype='string', id=None), 'Vomit': Value(dtype='string', id=None), 'Disgusting': Value(dtype='string', id=None), 'Rotten': Value(dtype='string', id=None), 'Ugly': Value(dtype='string', id=None), 'Burnt': Value(dtype='string', id=None), 'Burned': Value(dtype='string', id=None), 'Unappealing': Value(dtype='string', id=None), 'Poop': Value(dtype='string', id=None), 'Dung': Value(dtype='string', id=None), 'Stale': Value(dtype='string', id=None), 'Trash': Value(dtype='string', id=None), 'Dirt': Value(dtype='string', id=None), 'Horrible': Value(dtype='string', id=None), 'Hideous': Value(dtype='string', id=None), 'Unappetising': Value(dtype='string', id=None), 'Disturbing': Value(dtype='string', id=None), 'Unappetising_combined': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1420, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1052, in convert_to_parquet
builder.download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
self._download_and_prepare(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 6 new columns ({'Kenya', 'Cameroon', 'Nigeria', 'South Africa', 'the United States of America', 'Algeria'}) and 38 missing columns ({'Model', 'Familiarity_level', 'Disturbing', 'Would you associate the dish_name with your home and/or culture?', 'Please rate quality of the image', 'Hideous', 'Rater_id', "Please provide an explanation for your answer ( especially important if the image doesn't resemble the dish in question)", 'Gross', 'Dirt', 'Please check any of the below that apply; utensils', 'Vomit', 'Is this an image of the dish_name', 'Good_quality', 'Burnt', 'Please check any of the below that apply; presentation of the dish', 'Disgusting', 'What do you see in the image? ( if this is not an image of food you can submit the form after answering this question)', 'Image_match', 'Generation_count', 'Is this an image of food?', 'In your opinion, how closely does this image match what you’d expect an image of the dish_name to be?', 'Burned', 'How familiar are you with the dish_name?', 'Country', 'Please check any of the below that apply; others', 'Poop', 'Rotten', 'Ugly', 'Trash', 'Horrible', 'Unappealing', 'Please check any of the below that apply; background', 'Dung', 'Dish name', 'Unappetising_combined', 'Unappetising', 'Stale'}).
This happened while the csv dataset builder was generating data using
hf://datasets/WorldWideDishes/worldwidedishes-v1/data/WorldWideDishes_2024_June_Selected_Countries.csv (at revision 86391d4d12ca78bfe48cb477414adc92b367fe21)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Country
string | Rater_id
int64 | Dish name
string | Model
string | Generation_count
float64 | Would you associate the dish_name with your home and/or culture?
string | How familiar are you with the dish_name?
string | Is this an image of food?
string | Is this an image of the dish_name
string | Please rate quality of the image
float64 | In your opinion, how closely does this image match what you’d expect an image of the dish_name to be?
string | Please provide an explanation for your answer ( especially important if the image doesn't resemble the dish in question)
string | What do you see in the image? ( if this is not an image of food you can submit the form after answering this question)
null | Please check any of the below that apply; presentation of the dish
string | Please check any of the below that apply; utensils
string | Please check any of the below that apply; background
string | Please check any of the below that apply; others
null | Familiarity_level
string | Image_match
string | Good_quality
string | Gross
string | Vomit
string | Disgusting
string | Rotten
string | Ugly
string | Burnt
string | Burned
string | Unappealing
string | Poop
string | Dung
string | Stale
string | Trash
string | Dirt
string | Horrible
string | Hideous
string | Unappetising
string | Disturbing
string | Unappetising_combined
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
United States | 6 | agua fresca | Stable Diffusion | 0 | Yes | Somewhat familiar, I looked it up or asked someone | Yes | No | 1 | The image resembles the dish_name, but it is not what I’d expect | This is a collage of shapes and colors and drinks. | null | null | The utensils are correct | The dish is shown served on a weird background | null | Somewhat familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | agua fresca | Dalle3 | 0 | Yes | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 5 | The image resembles the dish_name, but it is not what I’d expect | This is a cartoon/line drawing of many different flavours of agua fresca layered together (which doesn't happen). | null | The dish is shown served in a way that I’m used to | null | null | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | agua fresca | Dalle2 | 0 | Yes | Somewhat familiar, I looked it up or asked someone | Yes | No | 2 | The image resembles the dish_name, but it is not what I’d expect | These are drinks but agua fresca isn't thick/chunky and isn't neon | null | null | The utensils are correct | The dish is shown served on a weird background | null | Somewhat familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | agua fresca | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | The picture is of a drink that resembles agua fresca, but includes chunks of fruit and a sugared/salted rim, which I don't associate with agua fresca. | null | The image sort of looks like the {dish_name} but it’s not quite right | null | null | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | agua fresca | Dalle3 | 0 | No | Very familiar, I eat this dish regularly | Yes | No | 3 | The image resembles the dish_name, but it is not what I’d expect | This is an illustration of a clear beverage with fruit in it and around the cup. | null | The image sort of looks like the {dish_name} but it’s not quite right | The utensils are correct | null | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | agua fresca | Stable Diffusion | 0 | No | Very familiar, I eat this dish regularly | No | null | 2 | null | null | null | null | null | null | null | Very familiar | null | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 7 | agua fresca | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | No | 3 | This is the dish but there are some components added that should not be there | It is a mix of actual frescos but from distorerted and confusing angles | null | The image sort of looks like the {dish_name} but it’s not quite right | The utensils are correct | null | null | Somewhat familiar | Resembles the dish, but has unexpected components | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | apple pie | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 2 | The image resembles the dish_name, but it is not what I’d expect | The filling is too dark and the apple chunks aren't obvious enough, but it does still register as "probably apple pie" | null | The image sort of looks like the {dish_name} but it’s not quite right, It should be in a pie plate | null | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | apple pie | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | This is a high quality (but clearly generated) image of two apple pies and vanilla ice cream) | null | The dish is shown served in a way that I’m used to | The utensils are incorrect | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | apple pie | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 1 | The image resembles the dish_name, but it is not what I’d expect | Very bad rendering of what is probably apple pie given the lattice crust and light filling, but the filling isn't detailed enough to be sure | null | a pie is served in the pie plate | null | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | apple pie | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | null | null | The dish is shown served in a way that I’m used to | null | The dish is shown served in a setting that I would expect | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | apple pie | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | Very close, it looks real–the image looks exactly like the dish_name | null | null | The dish is shown served in a way that I’m used to | The utensils are correct | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | apple pie | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | No | null | 1 | null | null | null | null | null | null | null | Very familiar | null | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 7 | apple pie | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | Very close, it looks real–the image looks exactly like the dish_name | null | null | The dish is shown served in a way that I’m used to | null | null | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | barbecue | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 1 | Very close, it looks real–the image looks exactly like the dish_name | This is a poorly-rendered image of barbecue ribs | null | The dish should be served on plate but it is not shown on a plate here | null | The dish is shown served on a weird background, The dish is shown served in a setting that I would not expect | null | Very familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | barbecue | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | Clearly generated, but spot on | null | The dish is shown served in a way that I’m used to | null | null | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | barbecue | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 2 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | This is chicken and kebabs on a grill. Dalle2 has confused "things you might serve at A barbecue" with the food known as "barbecue" | null | null | null | The dish is shown served in a setting that I would expect, The dish is in an outdoor setting | null | Very familiar | Does not look like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | barbecue | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 4 | null | This is Korean BBQ, not American BBQ. | null | null | null | The dish is shown served on a weird background, The background is far less realistic than the meat and looks cartoonish. | null | Very familiar | null | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | barbecue | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | Very close, it looks real–the image looks exactly like the dish_name | The image is of a plate of barbecue, but there is an odd item in the center of the plate. | null | null | The utensils are incorrect | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | barbecue | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | The image includes barbecue ribs, but has an unidentifiable side dish. | null | null | null | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 7 | barbecue | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | This is the dish but there are some components added that should not be there | null | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish should be served on plate but it is not shown on a plate here | null | The dish is shown served on a weird background, The dish is shown served in a setting that I would expect | null | Very familiar | Resembles the dish, but has unexpected components | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | bialys | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 1 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | These look like baked potatoes. | null | null | null | The dish is shown served on a weird background | null | Very familiar | Does not look like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | bialys | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 5 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | This is a bagel | null | null | null | null | null | Very familiar | Does not look like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | bialys | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 2 | The image resembles the dish_name, but it is not what I’d expect | The top item - no; the second item down - almost; the others - too hard to tell. The second item down could almost be a bialy if the center were filled with cooked down onions | null | The image sort of looks like the {dish_name} but it’s not quite right, This could be a stack of bialys; a serving is usually one, so this could either be a serving dish, or way too many on someone's plate | null | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | bialys | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | null | null | null | null | null | null | Somewhat familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | bialys | Dalle3 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | No | 3 | The image resembles the dish_name, but it is not what I’d expect | The image is of bagels with holes rather than bialys with depressions. Also there are oddly large salt grains on the bagels. | null | The image sort of looks like the {dish_name} but it’s not quite right | null | null | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | bialys | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | No | 3 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | I assume this image is of food because it is on a plate, but it is unrecognizable. | null | null | null | null | null | Somewhat familiar | Does not look like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | biscuits and gravy | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 1 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | These are "biscuits" in the non-US sense (cookies). Biscuits in the American sense are more similar to scones. For biscuits and gravy, they are savory and covered in a gravy (and often served with ham or bacon and eggs, as this is a breakfast/diner dish in the American South). | null | null | null | The dish is shown served on a weird background | null | Very familiar | Does not look like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | biscuits and gravy | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | Very solid generated image | null | Too many biscuits; a serving is usually two | null | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | biscuits and gravy | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 1 | The image resembles the dish_name, but it is not what I’d expect | the biscuits are too flat | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | biscuits and gravy | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | The biscuits are thin and not fluffy like typical buttermilk biscuits | null | The image sort of looks like the {dish_name} but it’s not quite right | null | null | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | biscuits and gravy | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | null | null | null | The utensils are incorrect | null | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 7 | biscuits and gravy | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 2 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | It could be it from Birds Eye but not accurate and could be anything | null | null | null | null | null | Very familiar | Does not look like the dish | No | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | Yes |
United States | 5 | blueberry pie | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | The pie fits into the pie tin oddly. The pie looks both too large and too small for the tin. | null | The image sort of looks like the {dish_name} but it’s not quite right | null | null | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | blueberry pie | Stable Diffusion | 0 | No | Very familiar, I eat this dish regularly | Yes | Yes | 1 | Very close, it looks real–the image looks exactly like the dish_name | This is poorly rendered but it is very clearly a blueberry pie (the square shape is fine) | null | The image sort of looks like the {dish_name} but it’s not quite right, A pie should be in a pie dish, and a square pie wouldn't have been cooked in a round dish | null | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | blueberry pie | Dalle3 | 0 | No | Very familiar, I eat this dish regularly | Yes | No | 4 | The image resembles the dish_name, but it is not what I’d expect | This is a blueberry clafoutis with pie crust attached | null | The dish is shown served in a way that I’m used to | The utensils are incorrect | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | blueberry pie | Dalle2 | 0 | No | Very familiar, I eat this dish regularly | Yes | Yes | 1 | The image resembles the dish_name, but it is not what I’d expect | very low resolution image of what is clearly a blueberry pie | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | blueberry pie | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | The image is of a blueberry pie that appears to have whole, uncooked blueberries on top. | null | The image sort of looks like the {dish_name} but it’s not quite right | The utensils are incorrect | null | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 7 | blueberry pie | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | Looks accurate but pixelated | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish is shown served in a way that I’m used to | The utensils are correct | The dish is shown served in a setting that I would expect, The dish is in an indoor setting | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | Boston cream pie | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 4 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | The image is of desserts, but not a Boston cream pie. The desserts look like they could be made of similar ingredients to a Boston cream pie. | null | The image sort of looks like the {dish_name} but it’s not quite right | The dessert on the left of the image looks like it has metal decorations on it. | null | null | Very familiar | Does not look like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | Boston cream pie | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | No | 1 | The image resembles the dish_name, but it is not what I’d expect | The colors are right but the chocolate should be coating the cake, and this looks like a chocolate cake coated in a creamy color (like SD knew the colors but got confused how to generate) | null | The image sort of looks like the {dish_name} but it’s not quite right | null | The dish is shown served on a weird background | null | Somewhat familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | Boston cream pie | Dalle3 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | This is a very cartoonish image of what is clearly a Boston cream pie | null | The dish is shown served in a way that I’m used to | null | The dish is shown served on a weird background | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | Boston cream pie | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | This could be an individual Boston cream pie with far too little filling? | null | The dish is shown served in a way that I’m used to | There should be utensils | null | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | Boston cream pie | Dalle3 | 0 | Yes | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | The cake does not have a cream filling, but a chocolate filling. The chocolate on the top and edges of the pie does not look realistic. | null | The image sort of looks like the {dish_name} but it’s not quite right | null | null | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 7 | Boston cream pie | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 2 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | It is totally abstracted and unrealistic | null | The image sort of looks like the {dish_name} but it’s not quite right | null | null | null | Very familiar | Does not look like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | brownies | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | null | null | The brownies look like they're on a cutting board, which is unusual, but not totally wrong. | null | null | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | brownies | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 1 | Very close, it looks real–the image looks exactly like the dish_name | These look like low-quality renderings of brownies. | null | null | null | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | brownies | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | generated image of brownies with powdered sugar | null | The dish is shown served in a way that I’m used to | null | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | brownies | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 2 | Very close, it looks real–the image looks exactly like the dish_name | low quality rendering, but brownies | null | we don't eat off wooden planks | null | null | null | Very familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | brownies | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | Very close, it looks real–the image looks exactly like the dish_name | null | null | null | The utensils are incorrect | null | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 0 | brownies | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | Looks like delicious brownies! | null | The dish should be served on plate but it is not shown on a plate here | There are no utensils and you don't need utensils to eat brownies. | The dish is shown served in a setting that I would expect | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | Chicago-style deep-dish pizza | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | The pizza does not appear to have been baked in a metal baking pan, as is typical. | null | The image sort of looks like the {dish_name} but it’s not quite right, The pizza is on a wooden pizza peel, which is not typically used for deep dish pizza. The peel is also odd. | null | null | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | Chicago-style deep-dish pizza | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 2 | Very close, it looks real–the image looks exactly like the dish_name | Looks like a poorly rendered version of a readily identifiable Chicago-style deep dish pizza | null | The dish is shown served in a way that I’m used to | null | null | null | Somewhat familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | Chicago-style deep-dish pizza | Dalle3 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | No | 5 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | This is a cartoon of a British-style savoury pie overflowing with ingredients | null | The image sort of looks like the {dish_name} but it’s not quite right | The utensils are incorrect | The dish is shown served on a weird background | null | Somewhat familiar | Does not look like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | Chicago-style deep-dish pizza | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | the pizza crust and baking dish merge into each other | null | The image sort of looks like the {dish_name} but it’s not quite right, wouldn't be baked in a pie dish | null | null | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | Chicago-style deep-dish pizza | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | null | 3 | The image resembles the dish_name, but it is not what I’d expect | The pizza crust has an indentation with cheese spilling over the edge. | null | null | The utensils are incorrect | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 0 | Chicago-style deep-dish pizza | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | null | null | The dish is shown served in a way that I’m used to | don't need utensils to eat pizza | The dish is shown served in a setting that I would expect | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | chocolate chip cookies | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | null | null | null | null | null | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | chocolate chip cookies | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 1 | The image resembles the dish_name, but it is not what I’d expect | These are identifiably chocolate chip cookies, but they're horribly generated | null | The image sort of looks like the {dish_name} but it’s not quite right, They're floating in space | null | null | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | chocolate chip cookies | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | line drawing/cartoon | null | The dish is shown served in a way that I’m used to | null | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | chocolate chip cookies | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | The image resembles the dish_name, but it is not what I’d expect | pretty solid chocolate chip cookies (some deformed, and the chocolate chips should have melted in the baking process) | null | The dish should be served on plate but it is not shown on a plate here | The utensils are correct, (lack of) | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 5 | chocolate chip cookies | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 2 | Very close, it looks real–the image looks exactly like the dish_name | The chocolate chips are unusually pointy. | null | null | There should be no utensils | null | null | Very familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 0 | chocolate chip cookies | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | null | null | The dish is shown served in a way that I’m used to | There should be no utensils | background is fine | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | cioppino | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 1 | The image resembles the dish_name, but it is not what I’d expect | Three of the four images look like poorly rendered images of cioppino. The fourth looks like tomato soup. Of the three cioppini, the details are so poorly rendered that I can't say they look real or like I'd expect them to look. | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | cioppino | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | Clearly generated but clearly cioppino | null | The dish is shown served in a way that I’m used to | The utensils are incorrect | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | cioppino | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 2 | The image resembles the dish_name, but it is not what I’d expect | this looks cream-based and it shouldn't be | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | cioppino | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 2 | The image resembles the dish_name, but it is not what I’d expect | There are some objects in the image that I can't identity and likely shouldn't be in the dish. They almost look like ice cubes? | null | The image sort of looks like the {dish_name} but it’s not quite right | There should be utensils | The dish is shown served on a weird background | null | Somewhat familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | cioppino | Dalle3 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | There are some entire slices of tomatoes which I don't think would be present, as well as some unpeeled prawns, but it looks good otherwise. | null | The dish is shown served in a way that I’m used to | The utensils are correct | The dish is shown served in a setting that I would expect, The dish is in an indoor setting | null | Somewhat familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | cioppino | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | No | 1 | The image misses key components of the dish, only some minor ingredients are present | There are four soups present and none look correct. Some are just tomato based soups, others have some semblance of seafood-like ingredients but they aren't recognizable as any particular fish/shellfish. There are also green splotches in two of the soups that are maybe supposed to be herbs, but seem to large proportionally. | null | The image sort of looks like the {dish_name} but it’s not quite right | There should be utensils | The dish is shown served on a weird background | null | Somewhat familiar | Resembles the dish, but has unexpected components | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | clam chowder | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 1 | The image resembles the dish_name, but it is not what I’d expect | Low-quality image of clam chowder. Culturally, it needs chowder crackers on the side. Not sure what the garnishes are. | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Somewhat familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | clam chowder | Dalle3 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | clearly generated image of clam chowder; too many green onions | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Somewhat familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | clam chowder | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 2 | Very close, it looks real–the image looks exactly like the dish_name | low quality rendering, but clam chowder | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Somewhat familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | clam chowder | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | The color is correct, as is the fact that it is a general cream-based soup with stuff in it, but nothing in the soup is identifiable as the veggies or clams I would expect to see. | null | The image sort of looks like the {dish_name} but it’s not quite right, Honestly unsure if this is a plate or a bowl, though it should be the latter. | There should be utensils | The dish is shown served in a setting that I would expect, The dish is in an indoor setting | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | clam chowder | Dalle3 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 5 | The image resembles the dish_name, but it is not what I’d expect | The soup base looks pretty good in terms of consistency and color. The are clams still in their shells though, which is not typical. Features small scallions or large chives on top which I don't think is common? | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish is shown served in a way that I’m used to | The utensils are correct | The dish is shown served in a setting that I would expect, The dish is in an indoor setting | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | clam chowder | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | No | 2 | The image misses key components of the dish, only some minor ingredients are present | Soup is oddly translucent looking. It has lumps that could be clams, but are not easily identifiable. Also has a large piece of lettuce on top which is unnecessary. No other ingredients (like potatoes, carrots, other veggies) are present. | null | The image sort of looks like the {dish_name} but it’s not quite right | There should be utensils | The dish is shown served on a weird background, The dish is shown served in a setting that I would expect | null | Somewhat familiar | Resembles the dish, but has unexpected components | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | cornbread | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 1 | The image resembles the dish_name, but it is not what I’d expect | This isn't the right color or texture for cornbread--it looks like very dried out and old sourdough (especially looking at the top). I'm also not certain what the sauce alongside is meant to be. | null | The dish is shown served in a way that I’m used to | null | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | cornbread | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | This is a cartoon of what is identifiably cornbread--the texture is captured really well | null | null | null | null | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | cornbread | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 2 | Very close, it looks real–the image looks exactly like the dish_name | low quality rendering but identifiably cornbread | null | The dish is shown served in a way that I’m used to | null | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | cornbread | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 3 | The image resembles the dish_name, but it is not what I’d expect | Looks more like pound cake rather than cornbread as it is too airy and the crumbs are too small. The image also looks oversaturated and the bubbling in the middle of the cornbread loaf is odd. It also looks like a slice has been removed, but on that cut slice, all edges are toasted... which they shouldn't be. | null | The image sort of looks like the {dish_name} but it’s not quite right | There are no utensils present, which is correct. | The dish is shown served in a setting that I would expect, The dish is in an indoor setting | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | cornbread | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | This picture is more in the style of a drawing, and I think that helps make it looks more like the dish because it can be less detailed and still be recognizable. There are some random square-shaped crumbs on the plate which I don't think should be there, and the cut side doesn't look the same around the edges, but i think it's pretty recognizably cornbread. | null | The dish is shown served in a way that I’m used to | The utensils are correct | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | cornbread | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | It looks a little more like unfrosted cake than cornbread as color is not yellow enough and the crumb is too small. Unsure what the green goop in the bowl behind it is. | null | The image sort of looks like the {dish_name} but it’s not quite right | The utensils are correct | The dish is shown served in a setting that I would expect | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | crab cakes | Stable Diffusion | 0 | No | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | Looks pretty perfect | null | The dish should be served on plate but it is not shown on a plate here | There should be utensils | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | crab cakes | Dalle3 | 0 | No | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | This is a very solid rendering of crab cakes | null | The dish is shown served in a way that I’m used to | The utensils are correct, but rendered horribly -- they melt into each other and the napkin | The dish is shown served on a weird background | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | crab cakes | Dalle2 | 0 | No | Very familiar, I eat this dish regularly | Yes | No | 2 | The image resembles the dish_name, but it is not what I’d expect | This could be any fried patty. nothing about it says crab cake to me. | null | The dish is shown served in a way that I’m used to | There should be utensils | null | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | crab cakes | Dalle2 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | One of the crabcakes looks undercooked whereas the others are quite dark. They also have quite a bit of green coloring to them which I would not expect | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served in a setting that I would expect, The dish is in an indoor setting | null | Somewhat familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | crab cakes | Dalle3 | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | Looks pretty good in terms of texture and cooking marks on top and bottom but not sides. Unsure what the yellow dipping sauce is supposed to be. | null | null | The utensils are incorrect | The dish is shown served on a weird background, The dish is shown served in a setting that I would not expect | null | Somewhat familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | crab cakes | Stable Diffusion | 0 | No | Somewhat familiar, I looked it up or asked someone | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | Looks quite accurate with heterogeneous looking batter, top and bottom more cooked than sides, good sprinkles of herbs but they should be more on the top rather than the sides | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served in a setting that I would expect | null | Somewhat familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | eggs benedict | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 1 | The image resembles the dish_name, but it is not what I’d expect | This looks like eggs benedict overall but sort of looks like the bottom half of a hamburger with some yellow sauce poured on. (Eggs benedict don't have lettuce or tomato or hamburger buns, for one.) There's also text on the sauce. Knowing that it's meant to be eggs benedict, I can see it (especially as there's the bowl of eggs to the side), but I'd definitely get stuck on a burger if I didn't have the prompt. | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | eggs benedict | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | Very close, it looks real–the image looks exactly like the dish_name | This is a very good rendering (but clearly a rendering) of eggs benedict. There usually wouldn't be extra ham on the side, but that's not fatal. | null | The dish is shown served in a way that I’m used to | There should be utensils | null | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | eggs benedict | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | physics-defying rendering of eggs benedict | null | The dish is shown served in a way that I’m used to | There should be utensils | The dish is in an indoor setting | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | eggs benedict | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | This is the dish but there are some components added that should not be there | On one of the two eggs benedict pieces, the poached egg looks pink and almost like salmon. The other eggs looks like its sitting on a pancake rather than an english muffin/biscuit. The hollandaise sauce also looks a little too shiny to be real, and the plate is mostly empty. There is a small pile of leaves towards the back of the plate, but they do not look realistic. | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served in a setting that I would expect, The dish is in an indoor setting | null | Very familiar | Resembles the dish, but has unexpected components | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | eggs benedict | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | The image resembles the dish_name, but it is not what I’d expect | The egg has some striations which makes it looks oddly painted, but the hollandaise sauce looks good, as does the english muffin and the meat. There is meat on the side which doesn't need to be present and a waffle looking thing in the corner. There is also some yolk leaking out of the egg on the back one even though that poached egg hasn't been broken open. | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish is shown served in a way that I’m used to | There should be utensils | The dish is shown served in a setting that I would expect | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | eggs benedict | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | No | 1 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | Looks like he bottom half of a burger with incredibly melted cheese. No clear egg, unsure why it has lettuce and a tomato. Whole eggs present on right for no reason. Says 'ekge' on the hollandaise sauce/cheese thing. Green spots on the top which looks like huge glitched pixels. | null | null | There should be utensils | The dish is shown served on a weird background, The dish is shown served in a setting that I would not expect | null | Very familiar | Does not look like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | No |
United States | 6 | hot dogs | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | Very close, it looks real–the image looks exactly like the dish_name | This is pretty much exactly what I would expect to get as an image of a hot dog. Toppings can vary; the ketchup and mustard here are perfectly appropriate. | null | The dish is shown served in a way that I’m used to | null | The dish is shown served in a setting that I would expect, The dish is in an outdoor setting | null | Very familiar | Looks exactly like the dish | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | hot dogs | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 2 | The image resembles the dish_name, but it is not what I’d expect | technically this is an image of a hot dog, but this will haunt my nightmares for years. the colour is absolutely wrong and makes it look raw; the light green condiment is unidentifiable, there is a pink sauce the same colour as the hot dog that sometimes merges with the hot dog... if i were served this, i would run. | null | it can be eaten in a number of ways, but off of wood is not one of them | The utensils are correct, (lack of) | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | Yes | No |
United States | 3 | hot dogs | Dalle2 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 3 | The image resembles the dish_name, but it is not what I’d expect | The picture is clearly a hot dog, but the bun is misshapen and the colors of the condiments (mustard/ketchup) and hot dog itself are sometimes swapped, so the image looks copied and pasted together. The image is also overly saturated and shiny | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish should be served on plate but it is not shown on a plate here | There are no utensils which is correct | The dish is shown served on a weird background | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | hot dogs | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 4 | The image resembles the dish_name, but it is not what I’d expect | Some of the hot dogs only half a bun, some have two hot dogs per bun. On the hot dogs, the ketchup and mustard are in a single continuous line which doesn't make sense. There is also pepper sprinkled on top for some reason. | null | The image sort of looks like the {dish_name} but it’s not quite right, The dish is shown served in a way that I’m used to | null | The dish is shown served in a setting that I would expect, The dish is in an outdoor setting | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 3 | hot dogs | Stable Diffusion | 0 | Yes | Very familiar, I eat this dish regularly | No | null | 2 | null | null | null | null | null | null | null | Very familiar | null | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | hot dogs | Dalle3 | 0 | Yes | Very familiar, I eat this dish regularly | Yes | Yes | 5 | The image resembles the dish_name, but it is not what I’d expect | There is one hot dog in the front and one in the far back of the image. The two central images are sort of mutated hot dogs: one is two hot dog sausages in one bun and one is sort of a double decker/two-compartment situation with three pieces of bun and two hot dog sausages. The ketchup and mustard also seem to be blending into each other. | null | null | null | null | null | Very familiar | Resembles the dish, but defies expectations | Yes | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
United States | 6 | hotdish | Stable Diffusion | 0 | No | Not familiar at all | Yes | No | 1 | The image is not at all close to the dish_name / looks completely different from what I would expect an image of the dish_name to look like | This is a lot of images that are all very low quality and also all very different. They are mostly soups and not casseroles. | null | The image sort of looks like the {dish_name} but it’s not quite right | There should be utensils | The dish is shown served on a weird background | null | Not familiar | Does not look like the dish | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No | No |
End of preview.
The World Wide Recipe: A community-centred framework for fine-grained data collection and regional bias operationalisation
Jabez Magomere, Shu Ishida, Tejumade Afonja, Aya Salama, Daniel Kochin, Foutse Yuehgoh, Imane Hamzaoui, Raesetje Sefala, Aisha Aalagib, Samantha Dalal, Beatrice Marchegiani, Elizaveta Semenova, Lauren Crais, Siobhan Mackenzie Hall
Official GitHub: https://github.com/oxai/world-wide-dishes
Official Website (used for data collection): https://worldwidedishes.com/
The World Wide Dishes Dataset
We present the World Wide Dishes dataset which seeks to assess these disparities through a decentralised data collection effort to gather perspectives directly from people with a wide variety of backgrounds from around the globe with the aim of creating a dataset consisting of their insights into their own experiences of foods relevant to their cultural, regional, national, or ethnic lives.
The meta data of the World Wide Dishes dataset is available in the Croissant format:
The World Wide Dishes website
Link to the website used during data collection: https://worldwidedishes.com/
The website includes our Data Protection Policy and FAQs developed to support contributors during the data collection process.
Running your own instance of the website:
Please refer to the README.md in the webapp directory for instructions on how to run your own instance of the website.
The World Wide Dishes Experiments
In addition to World Wide Dishes dataset, we present 30 dishes for 5 selected African countries + 30 dishes for the US as a baseline. An additional test suite was curated for regional parity.
- Dishes selected for the five African countries + the US
- US Test set csv (same set of dishes in the previous sheet, but also includes a regional label)
- Dishes selected for the five African countries + the US / US Test set (Excel Sheet)
Reproducing experiments
Clone the repository:
git clone https://github.com/oxai/world-wide-dishes.git
Setting up the Python environment
conda create -n wwd python=3.10
conda activate wwd
pip install -r requirements.txt
Create an .env file with settings
Create a .env file in the root directory of the repository with the following settings:
WWD_CSV_PATH=./data/WorldWideDishes_2024_June_World_Wide_Dishes.csv
WWD_30_DISHES_CSV_PATH=./data/WorldWideDishes_2024_June_Selected_Countries.csv
This points to the World Wide Dishes dataset and the 30 dishes selected for the African countries and the US.
Obtaining an OpenAI API key and Groq API key
If you want to conduct experiments that involve the use of OpenAI products such as GPT 3.5 (required for the LLM experiments), DALL-E 2 and DALL-E 3 (required for the dish image generation),
please obtain the OpenAI API key from here and set it as an environment variable OPENAI_API_KEY by adding it to the .env file. (Make sure you don't commit this file to Git!)
While Llama 3 (8B) model and Llama 3 (70B) model can be run locally by first obtaining a licence through Huggingface from the links provided, running these models locally is computationally expensive and time-consuming.
Groq offers a fast and reliable API service for open-sourced LLMs, including Llama 3 models. As of June 2024, the Groq API is free to use.
Please obtain the Groq API key from here and set it as an environment variable GROQ_API_KEY by adding it to the .env file.
LLM Experiments to evaluate common knowledge understanding
Please refer to the README.md in the llm_probing directory for instructions on how to run the experiments.
Code for generating images using the World Wide Dishes dataset
Please refer to the README.md in the gen_images directory for instructions on how to run the experiments.
CLIP Experiments to evaluate association of generated images with positive and negative descriptors
Please refer to the README.md in the clip_probing directory for instructions on how to run the experiments.
VQA Experiments to probe generated outputs for potential biases
Please refer to the README.md in the vqa directory for instructions on how to run the experiments.
Community Review of generated images
Due to the high degree of inaccurate and culturally insensitve imagery we will not be releasing the generated images for safety reasons. Our terms of use also prohibits the generation of images for trainign models using the World Wide Dishes dataset.
For transparency and insight into the review conducted, we are releasing the text responses only:
Contributor-submitted CC-licenced dish images
In the World Wide Dishes dataset, we have a column uploaded_image_name that contains paths to dish images that we have contributed and are CC-licenced.
This is a subset of the images that were contributed to the data collection website.
We only include those images that we were personally able to verify as being owned by the contributor.
We have uploaded these images to a Google Drive folder for public access.
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