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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 1641 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Question AnsweringNQnlp20Feb 26, 2026
Automatic Speech RecognitionLSVSC (test)speech audio20May 28, 2026
Scientific Table & Figure AnalysisANABENCH 1.0 (test)tabular time seriescomputer vision+120Feb 26, 2026
Scientific Table & Figure AnalysisANABENCH C.4 (test)tabular time seriescomputer vision+120Feb 26, 2026
World ModelingScienceWorldrobotics embodied aiagents tool use20Feb 26, 2026
World ModelingPlancraftrobotics embodied aiagents tool use20Feb 26, 2026
World ModelingWebshop (test)robotics embodied aiagents tool use20Feb 26, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp20Feb 26, 2026
Multi-Hop Question AnsweringMulti-Hop QA Averagenlpretrieval search rag20Feb 26, 2026
Single-Hop Question AnsweringNQ (Natural Questions) in-domain (test)nlpretrieval search rag20Feb 26, 2026
CodeLCB v6code developer ai20Jun 2, 2026
Fact-checkingFEVEROUS (test)nlp20Feb 26, 2026
Safety EvaluationPKU-SafeRLHF-Vadversarial safety security20Feb 26, 2026
Multimodal Deception DetectionMM-DeceptionBenchmultimodalnlp+120Feb 26, 2026
Graph ColoringRandom Graph Coloringgraph20Feb 26, 2026
Traveling Salesman ProblemTSP N=20 (test)miscellaneous20Mar 27, 2026
LoRA RetrievalCARLoS LoRA Retrieval Evaluation Set (test)retrieval search rag20Feb 26, 2026
Scaffold decorationCrossDock-SBDDbio medical20Feb 26, 2026
Scaffold decorationCrossDock Weakbio medical20Feb 26, 2026
Crash-severity assessmentNEISS Subsettabular time series20Feb 26, 2026
Deep ResearchBrowseComp-EN (BC-en) original (test)miscellaneous20Feb 26, 2026
Deep ResearchGAIA text-only original (test)miscellaneous20Feb 26, 2026
Trajectory-level safety evaluationATBench (test)robotics embodied aiadversarial safety security20Feb 26, 2026
Trajectory-level safety evaluationASSE-Safety (test)robotics embodied aiadversarial safety security20Feb 26, 2026
GUI Task ExecutionAITZagents tool userobotics embodied ai20Mar 26, 2026