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88859f1
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1 Parent(s): 111da63

changed croissant file

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Files changed (3) hide show
  1. .gitattributes +1 -0
  2. .gitignore +2 -1
  3. dataset_description.json +35 -10
.gitattributes CHANGED
@@ -57,3 +57,4 @@ saved_model/**/* 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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  # 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
.gitignore CHANGED
@@ -1 +1,2 @@
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- Website/
 
 
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+ Website/
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+ WebsiteFiles*
dataset_description.json CHANGED
@@ -1,11 +1,36 @@
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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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- "conformsTo": "http://mlcommons.org/croissant/1.0"
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- }
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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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+ }