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Datasets:
CaraJ
/
MMSearch

Tasks:
Question Answering
Visual Question Answering
Modalities:
Image
Text
Formats:
parquet
Languages:
English
Size:
< 1K
ArXiv:
Tags:
Multimodal Search
Multimodal Long Context
Libraries:
Datasets
pandas
Dataset card Viewer Files Community
3
CaraJ commited on
Commit
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1 Parent(s): c48df78

Update README.md

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Files changed (1) hide show
  1. README.md +154 -0
README.md CHANGED
@@ -13,6 +13,14 @@ configs:
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  data_files:
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  - split: end2end
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  path: "end2end.parquet"
 
 
 
 
 
 
 
 
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  dataset_info:
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  - config_name: end2end
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  features:
@@ -34,9 +42,155 @@ dataset_info:
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  dtype: string
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  - name: gt_answer
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  dtype: string
 
 
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  splits:
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  - name: end2end
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  num_examples: 300
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # MMSearch 🔥: Benchmarking the Potential of Large Models as Multi-modal Search Engines
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  data_files:
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  - split: end2end
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  path: "end2end.parquet"
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+ - config_name: rerank
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+ data_files:
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+ - split: rerank
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+ path: "rerank.parquet"
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+ - config_name: summarization
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+ data_files:
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+ - split: summarization
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+ path: "summarization.parquet"
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  dataset_info:
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  - config_name: end2end
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  features:
 
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  dtype: string
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  - name: gt_answer
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  dtype: string
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+ - name: alternative_gt_answers
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+ dtype: string
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  splits:
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  - name: end2end
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  num_examples: 300
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+ - config_name: rerank
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+ features:
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+ - name: sample_id
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+ dtype: string
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+ - name: query
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+ dtype: string
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+ - name: query_image
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+ dtype: image
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+ - name: image_search_result
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+ dtype: image
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+ - name: area
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+ dtype: string
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+ - name: subfield
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+ dtype: string
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+ - name: timestamp
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+ dtype: string
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+ - name: valid
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+ dtype: string
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+ - name: not_sure
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+ dtype: string
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+ - name: invalid
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+ dtype: string
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+ - name: gt_answer
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+ dtype: string
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+ - name: website0_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website1_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website2_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website3_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website4_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website5_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website6_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website7_info
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+ struct:
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+ - name: title
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+ dtype: string
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+ - name: snippet
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+ dtype: string
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+ - name: url
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+ dtype: string
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+ - name: website0_head_screenshot
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+ dtype: image
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+ - name: website1_head_screenshot
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+ dtype: image
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+ - name: website2_head_screenshot
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+ dtype: image
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+ - name: website3_head_screenshot
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+ dtype: image
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+ - name: website4_head_screenshot
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+ dtype: image
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+ - name: website5_head_screenshot
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+ dtype: image
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+ - name: website6_head_screenshot
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+ dtype: image
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+ - name: website7_head_screenshot
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+ dtype: image
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+ splits:
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+ - name: rerank
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+ num_examples: 300
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+ - config_name: summarization
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+ features:
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+ - name: sample_id
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+ dtype: string
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+ - name: query
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+ dtype: string
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+ - name: query_image
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+ dtype: image
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+ - name: image_search_result
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+ dtype: image
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+ - name: area
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+ dtype: string
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+ - name: subfield
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+ dtype: string
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+ - name: timestamp
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+ dtype: string
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+ - name: website_title
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+ dtype: string
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+ - name: website_snippet
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+ dtype: string
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+ - name: website_url
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+ dtype: string
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+ - name: website_original_content
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+ dtype: string
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+ - name: website_retrieved_content
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+ dtype: string
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+ - name: website_fullpage_screenshot
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+ dtype: image
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+ - name: gt_requery
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+ dtype: string
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+ - name: gt_answer
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+ dtype: string
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+ - name: alternative_gt_answers
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+ dtype: string
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+ splits:
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+ - name: summarization
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+ num_examples: 300
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  ---
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  # MMSearch 🔥: Benchmarking the Potential of Large Models as Multi-modal Search Engines
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