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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 1931 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Mathematical ReasoningMATH500llm chat instructionnlp18Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp18Feb 26, 2026
Competitive Programming Agent EvaluationALE Benchagents tool usecode developer ai18Jun 26, 2026
Mathematical ReasoningAIMEllm chat instructionnlp18Feb 26, 2026
Web Browsing and NavigationWebWalkerQAagents tool useretrieval search rag18Feb 26, 2026
Scientific and General ReasoningTheorem QAllm chat instructionnlp18Feb 26, 2026
Knowledge-Intensive ReasoningHQAnlpllm chat instruction18Feb 26, 2026
Universal Targeted Adversarial AttackSeen Samples (Used for Optimization) (train)adversarial safety security18Feb 26, 2026
Universal Targeted Adversarial AttackUnseen (test)adversarial safety security18Feb 26, 2026
Vision-Intensive PerceptionV* Benchmarkcomputer vision18Feb 26, 2026
Multimodal Reward ModelingMM-RLHF-RewardBenchmultimodalllm chat instruction18Apr 23, 2026
Adversarial RobustnessAutoDANadversarial safety securitycomputer vision18Feb 26, 2026
Adversarial RobustnessPAIRadversarial safety securitycomputer vision18Feb 26, 2026
Safety EvaluationFalseRejectadversarial safety security18Feb 26, 2026
Text-to-Image GenerationDrawBenchimage generation editing18Feb 26, 2026
SimulatabilityTabular Datasets Aggregate (test)tabular time series18Feb 26, 2026
Time Series ClassificationUEA 8 multivariatetabular time series18Feb 26, 2026
Safety EvaluationJailbreakV-28K v1 (test)adversarial safety security18Feb 26, 2026
Software engineeringSWE-Bench Verifiedcode developer ai18Apr 16, 2026
Mathematical ReasoningMATH (test)llm chat instructionnlp18Feb 26, 2026
Hyper-Relational Link PredictionJFFI V1graph18Feb 26, 2026
Customized few-shot classificationCardscomputer visionnlp18Feb 26, 2026
Customized few-shot classificationClevr 4 10kcomputer visionnlp18Feb 26, 2026
Web Browsing Competition (Chinese)Browse Comp ZHagents tool use18May 13, 2026
Open-Ended Professional TasksBizBench 1.0 (Leaderboard)llm chat instruction18Feb 26, 2026