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Benchmarks

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

309,131 benchmarksPage 1060 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Textual Graph ReasoningExplaGraphsgraphnlp26Jul 2, 2026
Predicting Artistic SuccessWikiArt-Seq2Rank (stratified split subset)nlpcomputer vision26Mar 26, 2026
Tabular Data GenerationShopperstabular time series26May 19, 2026
Tabular Data GenerationDefaulttabular time series26May 19, 2026
Tabular Data GenerationAdulttabular time series26May 19, 2026
Skill RoutingSkill Routing Datasetagents tool usellm chat instruction26Mar 25, 2026
Skill RoutingSkill Routing Dataset Hardagents tool usellm chat instruction26Mar 25, 2026
Skill RoutingSkill Routing Dataset Easyagents tool usellm chat instruction26Mar 25, 2026
Medical Image ClassificationDermaMNIST m=5 synthetic annotators, K=7, mean agreement 64.7% (test)bio medicalcomputer vision26Mar 25, 2026
Medical Image ClassificationISIC 2019 m=9 synthetic annotators, K=8, mean agreement 75% (test)bio medicalcomputer vision26Mar 25, 2026
Probability CalibrationChaosNLI combined SNLI+MNLI K=3computer visiontabular time series26Mar 25, 2026
Probability CalibrationCIFAR-10H K=10 (test)computer visiontabular time series26Mar 25, 2026
Hazard Knowledge EvaluationWMDPadversarial safety security26May 14, 2026
Lower Yield Strength PredictionSteel Property Predictiontabular time seriesbio medical26Mar 25, 2026
Brain-to-image retrievalTHINGS-EEG Inter-subjectcomputer visionbio medical26May 4, 2026
Brain-to-image retrievalTHINGS-MEG Inter-subjectcomputer visionbio medical26Apr 21, 2026
Abdominal Organ SegmentationAbdominal CT to MRIcomputer vision26Apr 14, 2026
Abdominal Organ SegmentationAbdominal MRI to CTcomputer vision26Apr 14, 2026
ClassificationPimacomputer visionnlp+326Apr 23, 2026
Multi-label text classificationAAPDnlp26Jun 16, 2026
Knowledge Model EditingCounterFactnlpllm chat instruction26Mar 24, 2026
Saliency map super-resolutionDUT-OMRONcomputer vision26Mar 24, 2026
Time-series ForecastingPAXGUSDT Delay 15% v1 (test)tabular time series26Mar 24, 2026
End-to-end RetrievalLoTTEretrieval search rag26May 1, 2026
Object DetectionSynthetic multi-agent BEV perception environment (test)computer vision26Mar 24, 2026