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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 815 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningAGIEval-MATH (test)llm chat instructionnlp31May 12, 2026
Mathematical reasoningMATH-500llm chat instructionnlp31May 29, 2026
Multiple Choice Question AnsweringAverage (OBQA, ARC, Riddle, PQA)nlp31Feb 26, 2026
Multiple Choice Question AnsweringRiddleSensenlp31Feb 26, 2026
Multi-Hop Question AnsweringHotpotQAnlpretrieval search rag31Feb 26, 2026
Automatic Speech RecognitionAISHELL-1speech audio31May 1, 2026
Data Science Agent tasksxBench-DSagents tool usecode developer ai+131Mar 10, 2026
Knowledge TracingASSISTments 2017tabular time series31Jun 15, 2026
Modal RetrievalEle-fashionmultimodalretrieval search rag31Mar 31, 2026
Graduate-level ReasoningGPQAllm chat instruction31Jun 11, 2026
Multi-hop Question AnsweringHotpotQA (val)nlpretrieval search rag31Mar 17, 2026
ClassificationABCD-ADHDcomputer visionnlp+331May 8, 2026
Code GenerationLiveCodeBench v5code developer ai31Jun 18, 2026
Interactive ReasoningScienceWorld (Seen)llm chat instructionagents tool use+131Feb 26, 2026
Hallucination DetectionAQuAllm chat instructionnlp31Feb 26, 2026
Mathematical ReasoningGeoQA (test)llm chat instructionnlp31Feb 26, 2026
General KnowledgeMMLUllm chat instruction31Apr 28, 2026
Multimodal UnderstandingMMT-Benchmultimodal31Jun 9, 2026
Instruction FollowingArena Hard v0.1llm chat instruction31Jun 11, 2026
Multilingual Knowledge EvaluationM-MMLUnlpllm chat instruction31Mar 18, 2026
Tool CallingTool-Alpacaagents tool usellm chat instruction31Feb 26, 2026
Long-context understandingInfiniteBench v1 (test)llm chat instructionnlp31Feb 26, 2026
Image Classification8 Vision Tasks Aggregate ViT-B/32 ViT-L/14 (average)computer vision31Feb 26, 2026
Information RetrievalArguAnaretrieval search rag31May 29, 2026
Moving Object SegmentationFBMS-59computer vision31Jun 30, 2026