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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 774 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ReasoningCALI OOD (test)llm chat instructionnlp32Mar 4, 2026
Ethical ReasoningETHICS (test)llm chat instructionnlp32Mar 4, 2026
ReasoningGLOQA (test)llm chat instructionnlp32Mar 4, 2026
ReasoningBBQ (test)llm chat instructionnlp32Mar 4, 2026
Shortest PathShortest Path Degree 2, 4, 6, 8 (test)graph32Mar 4, 2026
Knapsack ProblemKnapsack Degree 2, 4, 6, 8 (test)miscellaneous32Mar 4, 2026
Portfolio OptimizationPortfolio Degree 2, 4, 6, 8 (test)tabular time series32Mar 4, 2026
RecommendationYelp Set-up (S)tabular time series32Mar 4, 2026
RecommendationMovieLens 10M (test)tabular time series32Jun 11, 2026
RecommendationMovieLens 10M (Set-up (S))tabular time series32Mar 4, 2026
Node classificationHousegraph32May 14, 2026
Logical ReasoningListOpsnlp32Mar 4, 2026
Evidence Span ExtractionPV Minernlp32Jun 16, 2026
MathematicsAIME 24nlp32Mar 4, 2026
Scholarly Title GenerationScholarly Titlenlp32Mar 4, 2026
ChemistrySciBenchbio medical32Mar 4, 2026
Time Series ImputationWeathertabular time series32Feb 27, 2026
Time Series ImputationETTtabular time series32Feb 27, 2026
Machine TranslationWMT En-Fr 14nlp32Apr 21, 2026
Video-to-audio generationVGGSoundvideo generation editingspeech audio32Jun 12, 2026
Edge DetectionBSDS v1 (test)computer vision32Feb 26, 2026
Image ClassificationCIFAR100 (test)computer vision32Feb 26, 2026
Tampered Text LocalizationTFR (test)computer visionnlp32Feb 26, 2026
Tampered Text ClassificationTFR (test)nlp32Feb 26, 2026
Image ClassificationTiny-ImageNet Dirichlet-0.05 (test)computer vision32Feb 26, 2026