Ubuntu commited on
Commit ·
88859f1
1
Parent(s): 111da63
changed croissant file
Browse files- .gitattributes +1 -0
- .gitignore +2 -1
- dataset_description.json +35 -10
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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WebsiteFiles.tar.gz filter=lfs diff=lfs merge=lfs -text
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.gitignore
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Website/
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Website/
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WebsiteFiles*
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dataset_description.json
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@@ -1,11 +1,36 @@
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{
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{
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"@context": {
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"@vocab": "https://schema.org/",
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"dct": "http://purl.org/dc/terms/",
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"conformsTo": "dct:conformsTo"
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},
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"@type": "Dataset",
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"name": "WebDS",
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"description": "WebDS is a reproducible benchmark dataset for evaluating LLM agents on complex web-based data science tasks. It comprises 870 tasks across 29 containerized websites and 10 domains. Each task simulates realistic end-to-end workflows including data acquisition, tool use, analysis, reasoning, and reporting. Tasks span multiple modalities, structured and unstructured data, and multihop reasoning, and are annotated with fine-grained attributes and difficulty levels.",
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"conformsTo": "http://mlcommons.org/croissant/1.0",
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"license": "https://creativecommons.org/licenses/by/4.0/",
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"keywords": [
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"web-based data science",
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"benchmark",
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"LLM agents",
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"multi-hop reasoning",
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"tool use",
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"agent evaluation"
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],
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"creator": {
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"@type": "Organization",
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"name": "Stanford University, UC Berkeley, SUTD, USC"
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},
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"includedInDataCatalog": {
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"@type": "DataCatalog",
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"name": "MLCommons Croissant Benchmarks"
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},
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"spatialCoverage": {
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"@type": "Place",
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"name": "Web-based / Global"
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},
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"temporalCoverage": "2025",
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"datePublished": "2025-05-15",
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"version": "1.0",
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"isAccessibleForFree": true
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}
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