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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 1070 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Medical Question AnsweringCMExambio medicalnlp26Jul 1, 2026
ClassificationCIFAR-10Ncomputer visionnlp+326Jun 4, 2026
Code GenerationLiveCodeBench Hardcode developer ai26May 7, 2026
Question AnsweringMMLU Professional Lawnlp26Feb 26, 2026
Medical Question AnsweringMedConceptsQAbio medicalnlp26Feb 26, 2026
Fraud DetectionT-finance (1% label ratio)tabular time series26Jun 29, 2026
Emotion RecognitionCH-SIMS 2speech audiocomputer vision+126Feb 26, 2026
Emotion RecognitionCH-SIMSspeech audiocomputer vision+126Feb 26, 2026
Emotion RecognitionMOSEIspeech audiocomputer vision+126Feb 26, 2026
Emotion RecognitionMOSIspeech audiocomputer vision+126Feb 26, 2026
Image ClassificationCINIC-10 non-iidcomputer vision26Feb 26, 2026
Hierarchical ReasoningListOps Long Range Arena (test)nlp26Feb 26, 2026
Node ClassificationEle-fashiongraph26May 14, 2026
Edge UnlearningPhoto hardgraph26Feb 26, 2026
Graph ClassificationOgbn-Productsgraph26Feb 26, 2026
Text GenerationMSCOCOnlp26Feb 26, 2026
Mathematical ReasoningMATH (test)llm chat instructionnlp26Mar 5, 2026
Anomaly DetectionACMtabular time series26May 27, 2026
Legal Knowledge EvaluationLegal Domain CaseHOLD, MMLU-Lnlpllm chat instruction26Feb 26, 2026
Membership Inference AttackWikipedia enadversarial safety security26Feb 26, 2026
Membership Inference AttackPubMed Centraladversarial safety security26Feb 26, 2026
Membership Inference AttackHackerNewsadversarial safety security26Feb 26, 2026
Time Series ForecastingETTh1 Horizon 96 (test)tabular time series26May 19, 2026
Math ReasoningAIME25llm chat instructionnlp26Apr 2, 2026
Math ReasoningAIME 24llm chat instructionnlp26Apr 2, 2026