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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 257 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Action AnticipationDARaicomputer vision64Feb 26, 2026
Multi-task Language UnderstandingMMLU-Pronlpllm chat instruction64May 18, 2026
Speech ReconstructionLibriSpeech (test-clean)speech audio64Jun 1, 2026
Time Series ForecastingETTh2 (5% train)tabular time series64May 14, 2026
Image ClassificationFMNISTcomputer vision64Jun 4, 2026
Reward Modeling EvaluationReward Bench Factuality 2llm chat instruction64Feb 26, 2026
ForecastingElectricity (test)tabular time series64Feb 26, 2026
Test GenerationTESTEVALcode developer ai64Feb 26, 2026
Anomaly DetectionMammographytabular time series64Mar 31, 2026
Binary ClassificationCH (test)tabular time series64Feb 26, 2026
Audio-driven Talking Head GenerationRAVDESS (cross-identity)speech audiocomputer vision+164Apr 23, 2026
General Visual UnderstandingRealWorldQAcomputer visionnlp64Jun 4, 2026
Jailbreak AttackStrongREJECT (test)adversarial safety security64Jun 16, 2026
Text GenerationCNN/Daily Mail (test)nlp64Feb 26, 2026
Open-ended text generationPTBnlp64Feb 26, 2026
Question AnsweringWebQAnlp64May 27, 2026
Multi-task Language UnderstandingMMLU-Pronlpllm chat instruction64Apr 14, 2026
Question AnsweringFreebaseQAnlp64May 27, 2026
Factuality CorrectionVELI5nlp64Feb 26, 2026
Code GenerationLiveCodeBenchcode developer ai64May 8, 2026
Multilingual Mathematical ReasoningMT Math100nlpllm chat instruction64Mar 4, 2026
End-to-End Skill ExtractionKARIYER (test)nlp64Feb 26, 2026
Personalized Text GenerationLaMP-5 v1 (test)llm chat instruction64Feb 26, 2026
Science Question AnsweringScienceQAnlpbio medical64Mar 10, 2026
Graph ClassificationIMDBgraph64Jun 30, 2026