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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 1252 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Harmful Request DefenseSORRY-Benchadversarial safety security24Feb 26, 2026
Competition MathematicsAIME 2025miscellaneous24Feb 26, 2026
Competition MathematicsAIME 2024miscellaneous24Feb 26, 2026
Strategic ReasoningCheckmateInOnellm chat instruction24Feb 26, 2026
Algorithmic ReasoningWord Sortingnlpgraph24Feb 26, 2026
Logical ReasoningAR-LSAT (test)nlp24Feb 26, 2026
Permutation Flow Shop Scheduling ProblemPFSPmiscellaneous24May 11, 2026
Multi-hop Question AnsweringAverage (2WikiMQA, Bamboogle, Frames, MuSiQue)nlpretrieval search rag24Feb 26, 2026
Multi-hop Question AnsweringMuSiQuenlpretrieval search rag24Feb 26, 2026
Multi-hop Question AnsweringFramesnlpretrieval search rag24Feb 26, 2026
Tool-useBFCL Multi-turnagents tool use24Feb 26, 2026
Mathematical ReasoningHMMT Februaryllm chat instructionnlp24Apr 21, 2026
Overall PerformanceLoCoMonlp24May 14, 2026
Opinion ForecastingDelhi Election (test)tabular time series24Feb 26, 2026
Commonsense ReasoningCommonsense Reasoning (OBQA, ARC-C, Wino, PIQA, Social, ARC-E, BoolQ, Hella)nlp24Feb 26, 2026
Mathematical ReasoningAIME 25llm chat instructionnlp24Feb 26, 2026
Comparative Performance EvaluationDeepConsultmiscellaneous24Feb 26, 2026
Toxicity DetectionHosseini’s 1st Negated Sentence 1.0 (test)nlp24Feb 26, 2026
Fermi Problem SolvingFermillm chat instructionnlp24Feb 26, 2026
ImputationSleep EDF Drop 6 Channeltabular time series24Feb 26, 2026
ImputationSleep EDF Drop 3 Channeltabular time series24Feb 26, 2026
ImputationSleep EDF Drop 1 Channeltabular time series24Feb 26, 2026
Text-to-Image GenerationSDXL 200 prompts (val)image generation editing24Feb 26, 2026
Video Question AnsweringNext-QA v1 (test)multimodalcomputer vision24Feb 26, 2026
Video-to-Text RetrievalMSRVTTmultimodal24Feb 26, 2026