LMMs-Eval
Collection
Dataset Collection of LMMs-Eval
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36 items
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Updated
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24
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imagewidth (px) 171
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v1_0 | What is x in the equation? | -1<AND>-5 | web | ocr,math |
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v1_1 | What is d in the last equation? | 1.25<OR>=1.25<OR>5/4 | web | ocr,math |
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v1_2 | What is x in the equation? | 0.75<OR>=0.75<OR>3/4 | web | ocr,math |
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v1_3 | What is the answer to the bottom left equation? | 12<OR>=12 | web | ocr,spat,math |
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v1_4 | What is the answer to the second equation on the right? | 7<OR>=7 | web | ocr,spat,math |
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v1_5 | What is the answer to the second last equation on the right? | 2<OR>=2 | web | ocr,spat,math |
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v1_6 | What is y in the last equation? | 5<OR>=5 | web | ocr,spat,math |
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v1_7 | Find the pattern of how the "X" operator is redefined, and answer the given equation in the image. | 13<OR>=13 | web | ocr,math |
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v1_8 | What will the girl on the right write on the board? | 14<OR>=14 | web | rec,ocr,spat,math |
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v1_9 | How many gallons of supreme gasoline can I get with $50? | 13.6<OR>13.7 | web | ocr,math |
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v1_10 | What is the price difference between diesel and regular gasoline? | 0.11 | web | ocr,math |
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v1_11 | What is the total price for a bottle of Merlot and a bottle of Cabernet shown in the image? | 249.98 | web | ocr,spat,math |
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v1_12 | What is the cost of three bottles of Moet champagne? | 344.97 | web | ocr,spat,math |
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v1_13 | I am getting one funghi pizza and one prosciutto pizza. How much should I pay in total? | 14.8<OR>14,8 | web | ocr,math |
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v1_14 | I am getting two margherita pizza and one calzone. How much should I pay in total? | 25.8<OR>25,8 | web | ocr,math |
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v1_15 | What is the original price for pork belly before discount? | 14 | web | ocr,math |
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v1_16 | What is the gasoline price? | 4.299<OR>4.3 | web | ocr,math |
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v1_17 | What is the color of the hat worn by the person in the front left? | blue | web | rec,spat |
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v1_18 | What is located to the right of the shampoo? | conditioner | web | ocr,spat |
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v1_19 | What is in the right most bottle? | mousse | web | ocr,spat |
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v1_20 | What is the spatial relation between the frisbee and the man? | above the man<OR>top left | web | rec,spat |
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v1_21 | Which car is on the parking spot 33? | no<OR>empty | web | rec,ocr,spat |
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v1_22 | Which spot is the red car parking on? | 31 | web | rec,ocr,spat |
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v1_23 | What is the price for tomatoes? | eight<OR>8.0 | web | rec,ocr,spat |
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v1_24 | What fruit is the the right of plums? | orange | web | rec,spat |
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v1_25 | Based on the image, what is the total international awareness of Tina Fey? | 35% | web | ocr,spat |
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v1_26 | Based on the image, in which country does Tina Fey have the highest level of total awareness? | Australia | web | ocr,spat |
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v1_27 | What earth's interior structure does number 2 indicate? | mantle | web | ocr,know,spat |
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v1_28 | What is the number displayed on the motorcycle ridden by the motorcyclist wearing a yellow suit? | 16 | web | rec,ocr |
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v1_29 | What is the number displayed on the motorcycle on the right? | 4 | web | rec,ocr,spat |
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v1_30 | Are which one of these two jets are larger in size? | same | web | rec,know,spat |
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v1_31 | Is the person bigger than the car? | no | web | rec,know,spat |
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v1_32 | What should I do after kneading the dough, before dividing it into pieces? | warm place<AND>1 hour | web | ocr,spat |
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v1_33 | Should I add sugar when mixing egg and milk? | no | web | rec,ocr,spat |
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v1_34 | What should I do before cutting herbs, sausage, and mushrooms? | tilt pan slightly | web | ocr,spat |
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v1_35 | What is the index of the step when we need to add all purpose flour? | third<OR> 3 | web | ocr,spat |
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v1_36 | What should we add in the third step? | milk | web | rec,ocr,spat |
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v1_37 | What should kids do after snap fingers? | hop on one foot | web | ocr,spat |
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v1_38 | What should be drawn in the fourth step? | nose | web | ocr |
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v1_39 | What is the step after using probe to spread tire puncture? | remove the repair | web | ocr,spat |
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v1_40 | What is the second step suggested? | identify your audience | web | ocr,spat |
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v1_41 | What is the last strategy given in the image? | make a song | web | ocr,spat |
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v1_42 | What is the average total fueling cost excluding the Ford F150? | 76.55<OR>76.56 | web | ocr,spat,math |
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v1_43 | What is the highest fueling cost? | 130.96 | web | ocr,spat |
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v1_44 | Which category did the worst job in plastic recycling, considering the amount of plastic made and thrown out? | packaging | web | ocr,spat |
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v1_45 | What is the difference in metric tonnes between the amount of plastic produced and the amount discarded? | 105 | web | ocr,spat,math |
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v1_46 | What is the estimated average standing charge for the year 2023? | 271 | web | ocr,spat,math |
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v1_47 | What is the estimated total cost for the year 2023? | 23800 | web | ocr,spat,math |
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v1_48 | In which direction does the living room window face? | north | web | ocr,spat |
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v1_49 | What are the appliances in the kitchen in this floorplan? | oven<AND>dishwasher | web | ocr,spat |
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v1_50 | Which room is bigger, the double garage or the living room? | double garage | web | ocr,spat,math |
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v1_51 | Which room is bigger, the master bedroom or the patio? | master bedroom | web | ocr,spat,math |
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v1_52 | What is the solution if the lamp is plugged in and the bulb has burned out? | replace blub | web | ocr,spat |
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v1_53 | Which step in the flowchart is drawn with a diamond shape? | water boiled? | web | rec,ocr |
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v1_54 | What is the average wait time to climb out of bed? | 15 min | web | ocr,spat,math |
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v1_55 | Which year has the highest growth rate of median house price? | 2008 | web | ocr,spat |
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v1_56 | What is Japan's gdp in 2012? | 6,233.15 billion U.S. dollars | web | ocr,spat |
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v1_57 | In which years did rowing and athletics have the same number of gold medals? | 2000<AND>2012 | web | ocr,spat |
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v1_58 | Which department is the person who has the highest salary from? | Administration | web | ocr,spat |
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v1_59 | Based on the table, how much is Wilkins earning? | 2500<OR>2,500 | web | ocr,spat |
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v1_60 | Which country has a below-average profit margin? | India | web | ocr,spat |
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v1_61 | Which country has the highest profit margin? | Australia | web | ocr,spat |
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v1_62 | In which month is the highest income generated? | Feb | web | ocr,spat |
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v1_63 | What percentage does salary contribute to total income? | 56.2<OR>0.562 | web | ocr,spat,math |
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v1_64 | Who is the person on the left? | Keira Knightley | web | rec,spat |
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v1_65 | Who is the person in the image? | Yuh-Jung Youn | web | rec |
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v1_66 | Who is the person in the bottom right? | Jamie Dornan | web | rec,spat |
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v1_67 | Which one is unsweetened? | oat | web | ocr,spat |
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v1_68 | Is this apple organic? | yes | web | rec,ocr |
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v1_69 | What is the calories for the entire bag? | 275 | web | ocr,math |
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v1_70 | What is the name of this dish? | mapo tofu | web | rec |
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v1_71 | What is the name of this dish? | Caprese Salad | web | rec |
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v1_72 | What is the name of this dish? | pad thai | web | rec |
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v1_73 | What is the make of the car on the left? | volkswagen | web | rec,ocr,spat |
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v1_74 | What does this factory make? | camera | web | ocr |
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v1_75 | what is the green logo on the car? | monster | web | rec |
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v1_76 | What is the name of this landmark? | Trevi Fountain | web | rec |
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v1_77 | What is the name of this landmark? | Anbariya Mosque | web | rec |
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v1_78 | What is the name of this landmark? | baochu pagoda | web | rec |
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v1_79 | What is the face value of this banknote? | five<OR> 5 | web | rec,know |
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v1_80 | What is this banknote? | ten pound<OR>10 pound<OR>British pound | web | rec,ocr |
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v1_81 | What type of currency does this banknote represent? | Swede<OR>Kronor | web | rec |
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v1_82 | Which chest xray disease can be found? (Options include: Atelectasis; Cardiomegaly; Effusion; Infiltration; Mass; Nodule; Pneumonia; Pneumothorax; Consolidation; Edema; Emphysema; Fibrosis; Pleural Thickening; Hernia.) | Cardiomegaly | ChestX-ray14 | rec,know |
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v1_83 | Which chest xray disease can be found? (Options include: Atelectasis; Cardiomegaly; Effusion; Infiltration; Mass; Nodule; Pneumonia; Pneumothorax; Consolidation; Edema; Emphysema; Fibrosis; Pleural Thickening; Hernia.) | Hernia | ChestX-ray14 | rec,know |
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v1_84 | Which chest xray disease can be found? (Options include: Atelectasis; Cardiomegaly; Effusion; Infiltration; Mass; Nodule; Pneumonia; Pneumothorax; Consolidation; Edema; Emphysema; Fibrosis; Pleural Thickening; Hernia.) | Infiltration | ChestX-ray14 | rec,know |
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v1_85 | How many birds are there? | 6 | web | rec |
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v1_86 | How many tomatoes are there? | 5 | web | rec |
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v1_87 | How many books are there? | 63 | web | rec |
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v1_88 | What are all the scene text in the image? | S3302CD | web | ocr |
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v1_89 | What are all the scene text in the image? | Lexmi Jewellers | web | ocr |
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v1_90 | What are all the scene text in the image? | have yourself a merry little Christmas | web | ocr |
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v1_91 | What are all the scene text in the image? | 5:30PM<AND>88%<AND>Mario Kart 8 Deluxe<AND>MARIO KART 8 DELUXE<AND>SUPER MARIO ODYSSEY<AND>THE LEGEND OF ZELDA<AND>BREATH OF WILD<AND>Options<AND>Start | web | ocr |
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v1_92 | What are all the scene text in the image? | MR. WILLIAM SHAKESPEARES<AND>COMEDIES, HISTORIES, & TRAGEDIES.<AND>publifhed according to the True Originall Copies. | web | ocr |
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v1_93 | What are all the scene text in the image? | Connecticut law of 1642<AND>If any man or woman be a witch -- that is, hath or consulteth with a familiar spirit -- they shall be put to death | web | ocr |
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v1_94 | What is the brand of this device? | MOTOROLA | web | ocr |
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v1_95 | What is the license plate number? | AED-632 | web | ocr |
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v1_96 | What are all the French scene text in the image? | HISTOIRE DE FRANCE<AND>De La préhistoire à ans jours<AND>Queelle Histoire | web | ocr |
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v1_97 | What are all the Chinese scene text in the image? | 马曳<AND>著<AND>每个人都有自己的困境<AND>但总会被光亮吸引<AND>身不由己地慢慢靠近 | web | ocr |
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v1_98 | Which continent is highlighted? | Asia | web | rec,know |
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v1_99 | Which are producers in this food web? | Phytoplankton<AND>Seaweed | web | ocr,know,spat |
Accelerating the development of large-scale multi-modality models (LMMs) with
lmms-eval
🏠 Homepage | 📚 Documentation | 🤗 Huggingface Datasets
This is a formatted version of MM-Vet. It is used in our lmms-eval
pipeline to allow for one-click evaluations of large multi-modality models.
@misc{yu2023mmvet,
title={MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities},
author={Weihao Yu and Zhengyuan Yang and Linjie Li and Jianfeng Wang and Kevin Lin and Zicheng Liu and Xinchao Wang and Lijuan Wang},
year={2023},
eprint={2308.02490},
archivePrefix={arXiv},
primaryClass={cs.AI}
}