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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 2256 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Anomaly DetectionParkinsontabular time series16Feb 26, 2026
Anomaly DetectionImgsegtabular time series16Feb 26, 2026
Anomaly DetectionFaulttabular time series16Feb 26, 2026
Anomaly DetectionComm.and.crimetabular time series16Feb 26, 2026
Anomaly DetectionAbalonetabular time series16Feb 26, 2026
Membership Inference AttackCaliforniaadversarial safety security16May 13, 2026
do-Shapley Value EstimationTALENTmiscellaneous16Feb 26, 2026
Question AnsweringNatural Questions (NQ) 5-shotnlp16Feb 26, 2026
Tabular Anomaly Detection20 Newsgroupstabular time series16Feb 26, 2026
Tabular Anomaly DetectionVehicle insurancetabular time series16Feb 26, 2026
Tabular Anomaly DetectionSeismictabular time series16Feb 26, 2026
Tabular Anomaly DetectionLymphographytabular time series16Feb 26, 2026
Tabular Anomaly DetectionFraud ecommercetabular time series16Feb 26, 2026
Tabular Anomaly DetectionFake job poststabular time series16Feb 26, 2026
Tabular Anomaly Detection20news groupstabular time series16Feb 26, 2026
Tabular Anomaly DetectionVehicle insurancetabular time series16Feb 26, 2026
Tabular Anomaly DetectionFraud ecommercetabular time series16Feb 26, 2026
Tabular Anomaly DetectionFake job poststabular time series16Feb 26, 2026
Image ClassificationMNIST (test)computer vision16Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision16Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision16Feb 26, 2026
Image ClassificationCIFAR-10 (test)computer vision16Feb 26, 2026
RegressionData-5tabular time series16Jun 5, 2026
Text GenerationWikipedia Biographies (test)nlp16Feb 26, 2026
ClassificationCompaniescomputer visionnlp+316Feb 26, 2026