LMMs-Eval-Lite / README.md
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---
dataset_info:
- config_name: ai2d
features:
- name: question
dtype: string
- name: options
sequence: string
- name: answer
dtype: string
- name: image
dtype: image
splits:
- name: lite
num_bytes: 90543302.1658031
num_examples: 500
download_size: 81458737
dataset_size: 90543302.1658031
- config_name: chartqa
features:
- name: type
dtype: string
- name: question
dtype: string
- name: answer
dtype: string
- name: image
dtype: image
splits:
- name: lite
num_bytes: 23170424.2
num_examples: 500
download_size: 23219432
dataset_size: 23170424.2
- config_name: coco2017_cap_val
features:
- name: question_id
dtype: string
- name: image
dtype: image
- name: question
dtype: string
- name: answer
sequence: string
- name: id
dtype: int64
- name: license
dtype: int8
- name: file_name
dtype: string
- name: coco_url
dtype: string
- name: height
dtype: int32
- name: width
dtype: int32
- name: date_captured
dtype: string
splits:
- name: lite
num_bytes: 81724646.1
num_examples: 500
download_size: 81036195
dataset_size: 81724646.1
- config_name: docvqa_val
features:
- name: questionId
dtype: string
- name: question
dtype: string
- name: question_types
sequence: string
- name: image
dtype: image
- name: docId
dtype: int64
- name: ucsf_document_id
dtype: string
- name: ucsf_document_page_no
dtype: string
- name: answers
sequence: string
- name: data_split
dtype: string
splits:
- name: lite
num_bytes: 334538449.19872874
num_examples: 500
download_size: 249349131
dataset_size: 334538449.19872874
- config_name: flickr30k_test
features:
- name: image
dtype: image
- name: caption
sequence: string
- name: sentids
sequence: string
- name: img_id
dtype: string
- name: filename
dtype: string
splits:
- name: lite
num_bytes: 69689341.17644653
num_examples: 500
download_size: 66621555
dataset_size: 69689341.17644653
- config_name: gqa
features:
- name: id
dtype: string
- name: imageId
dtype: string
- name: question
dtype: string
- name: answer
dtype: string
- name: fullAnswer
dtype: string
- name: isBalanced
dtype: bool
- name: groups
struct:
- name: global
dtype: string
- name: local
dtype: string
- name: entailed
dtype: string
- name: equivalent
dtype: string
- name: types
struct:
- name: structural
dtype: string
- name: semantic
dtype: string
- name: detailed
dtype: string
- name: annotations
sequence:
- name: question
struct:
- name: objectId
dtype: string
- name: value
dtype: string
- name: answer
struct:
- name: objectId
dtype: string
- name: value
dtype: string
- name: fullAnswer
struct:
- name: objectId
dtype: string
- name: value
dtype: string
- name: semantic
list:
- name: operation
dtype: string
- name: argument
dtype: string
- name: dependencies
sequence: int32
- name: semanticStr
dtype: string
splits:
- name: lite
num_bytes: 243022.3008427413
num_examples: 500
download_size: 107530
dataset_size: 243022.3008427413
- config_name: infovqa_val
features:
- name: questionId
dtype: string
- name: question
dtype: string
- name: answers
sequence: string
- name: answer_type
sequence: string
- name: image
dtype: image
- name: image_url
dtype: string
- name: operation/reasoning
sequence: string
- name: ocr
dtype: string
- name: data_split
dtype: string
splits:
- name: lite
num_bytes: 304765105.6765441
num_examples: 500
download_size: 233689969
dataset_size: 304765105.6765441
- config_name: mmbench_cn_dev
features:
- name: index
dtype: int64
- name: question
dtype: string
- name: hint
dtype: string
- name: answer
dtype: string
- name: A
dtype: string
- name: B
dtype: string
- name: C
dtype: string
- name: D
dtype: string
- name: category
dtype: string
- name: image
dtype: image
- name: source
dtype: string
- name: L2-category
dtype: string
- name: comment
dtype: string
- name: split
dtype: string
splits:
- name: lite
num_bytes: 11861120.35112035
num_examples: 500
download_size: 12795903
dataset_size: 11861120.35112035
- config_name: mmbench_en_dev
features:
- name: index
dtype: int64
- name: question
dtype: string
- name: hint
dtype: string
- name: answer
dtype: string
- name: A
dtype: string
- name: B
dtype: string
- name: C
dtype: string
- name: D
dtype: string
- name: category
dtype: string
- name: image
dtype: image
- name: source
dtype: string
- name: L2-category
dtype: string
- name: comment
dtype: string
- name: split
dtype: string
splits:
- name: lite
num_bytes: 11871291.175791176
num_examples: 500
download_size: 12524588
dataset_size: 11871291.175791176
- config_name: nocaps_val
features:
- name: image
dtype: image
- name: image_coco_url
dtype: string
- name: image_date_captured
dtype: string
- name: image_file_name
dtype: string
- name: image_height
dtype: int32
- name: image_width
dtype: int32
- name: image_id
dtype: int32
- name: image_license
dtype: int8
- name: image_open_images_id
dtype: string
- name: annotations_ids
sequence: int32
- name: annotations_captions
sequence: string
splits:
- name: lite
num_bytes: 157984760.66666666
num_examples: 500
download_size: 155545761
dataset_size: 157984760.66666666
- config_name: ok_vqa_val2014
features:
- name: question_id
dtype: string
- name: image
dtype: image
- name: question
dtype: string
- name: answers
sequence: string
- name: question_type
dtype: string
- name: answer_type
dtype: string
splits:
- name: lite
num_bytes: 82607924.29647246
num_examples: 500
download_size: 80223931
dataset_size: 82607924.29647246
- config_name: refcoco_bbox_val
features:
- name: question_id
dtype: string
- name: image
dtype: image
- name: question
dtype: string
- name: answer
sequence: string
- name: segmentation
sequence: float32
- name: bbox
sequence: float32
- name: iscrowd
dtype: int8
- name: file_name
dtype: string
splits:
- name: lite
num_bytes: 87885477.24435365
num_examples: 500
download_size: 88424601
dataset_size: 87885477.24435365
- config_name: seedbench
features:
- name: answer
dtype: string
- name: choice_a
dtype: string
- name: choice_b
dtype: string
- name: choice_c
dtype: string
- name: choice_d
dtype: string
- name: data_id
dtype: string
- name: data_type
dtype: string
- name: question
dtype: string
- name: question_id
dtype: string
- name: question_type_id
dtype: int16
- name: image
sequence: image
- name: segment
sequence: int64
splits:
- name: lite
num_bytes: 755921749.3379655
num_examples: 500
download_size: 181839440
dataset_size: 755921749.3379655
- config_name: textcaps_val
features:
- name: question_id
dtype: string
- name: question
dtype: string
- name: image
dtype: image
- name: image_id
dtype: string
- name: image_classes
sequence: string
- name: flickr_original_url
dtype: string
- name: flickr_300k_url
dtype: string
- name: image_width
dtype: int64
- name: image_height
dtype: int64
- name: set_name
dtype: string
- name: image_name
dtype: string
- name: image_path
dtype: string
- name: caption_id
sequence: int64
- name: caption_str
sequence: string
- name: reference_strs
sequence: string
splits:
- name: lite
num_bytes: 145274544.53569174
num_examples: 500
download_size: 135721574
dataset_size: 145274544.53569174
- config_name: textvqa_val
features:
- name: image_id
dtype: string
- name: question_id
dtype: int32
- name: question
dtype: string
- name: question_tokens
sequence: string
- name: image
dtype: image
- name: image_width
dtype: int32
- name: image_height
dtype: int32
- name: flickr_original_url
dtype: string
- name: flickr_300k_url
dtype: string
- name: answers
sequence: string
- name: image_classes
sequence: string
- name: set_name
dtype: string
- name: ocr_tokens
sequence: string
splits:
- name: lite
num_bytes: 143485382.6
num_examples: 500
download_size: 139843809
dataset_size: 143485382.6
- config_name: vizwiz_vqa_val
features:
- name: question_id
dtype: string
- name: image
dtype: image
- name: question
dtype: string
- name: answers
sequence: string
- name: category
dtype: string
splits:
- name: lite
num_bytes: 242880108.01111367
num_examples: 500
download_size: 232689462
dataset_size: 242880108.01111367
- config_name: vqav2_val
features:
- name: question_type
dtype: string
- name: multiple_choice_answer
dtype: string
- name: answers
list:
- name: answer
dtype: string
- name: answer_confidence
dtype: string
- name: answer_id
dtype: int64
- name: image_id
dtype: int64
- name: answer_type
dtype: string
- name: question_id
dtype: int64
- name: question
dtype: string
- name: image
dtype: image
splits:
- name: lite
num_bytes: 79046522.98300941
num_examples: 500
download_size: 78981610
dataset_size: 79046522.98300941
configs:
- config_name: ai2d
data_files:
- split: lite
path: ai2d/lite-*
- config_name: chartqa
data_files:
- split: lite
path: chartqa/lite-*
- config_name: coco2017_cap_val
data_files:
- split: lite
path: coco2017_cap_val/lite-*
- config_name: docvqa_val
data_files:
- split: lite
path: docvqa_val/lite-*
- config_name: flickr30k_test
data_files:
- split: lite
path: flickr30k_test/lite-*
- config_name: gqa
data_files:
- split: lite
path: gqa/lite-*
- config_name: infovqa_val
data_files:
- split: lite
path: infovqa_val/lite-*
- config_name: mmbench_cn_dev
data_files:
- split: lite
path: mmbench_cn_dev/lite-*
- config_name: mmbench_en_dev
data_files:
- split: lite
path: mmbench_en_dev/lite-*
- config_name: nocaps_val
data_files:
- split: lite
path: nocaps_val/lite-*
- config_name: ok_vqa_val2014
data_files:
- split: lite
path: ok_vqa_val2014/lite-*
- config_name: refcoco_bbox_val
data_files:
- split: lite
path: refcoco_bbox_val/lite-*
- config_name: seedbench
data_files:
- split: lite
path: seedbench/lite-*
- config_name: textcaps_val
data_files:
- split: lite
path: textcaps_val/lite-*
- config_name: textvqa_val
data_files:
- split: lite
path: textvqa_val/lite-*
- config_name: vizwiz_vqa_val
data_files:
- split: lite
path: vizwiz_vqa_val/lite-*
- config_name: vqav2_val
data_files:
- split: lite
path: vqav2_val/lite-*
---