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Benchmarks

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

309,131 benchmarksPage 1897 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code GenerationBigCodeBenchcode developer ai18Feb 26, 2026
Code GenerationMBPPcode developer ai18Feb 26, 2026
RegressionAirfoiltabular time series18Mar 10, 2026
Link PredictionMFB-IND node-inductive (test)graph18Feb 26, 2026
Link PredictionJF node-inductive (test)graph18Feb 26, 2026
Semantic Shift DetectionImageNet-O, iNaturalist, SUN, and Places Averagecomputer visionnlp+118Feb 26, 2026
Semantic Shift DetectionPlacescomputer visionnlp+118Feb 26, 2026
Semantic Shift DetectionSUNcomputer visionnlp+118Feb 26, 2026
Semantic Shift DetectioniNaturalistcomputer visionnlp+118Feb 26, 2026
Semantic Shift DetectionImageNet-Ocomputer visionnlp+118Feb 26, 2026
Symbolic RegressionOscillator 2 (OOD)miscellaneous18Feb 26, 2026
Symbolic RegressionOscillator 2 (ID)miscellaneous18Feb 26, 2026
Symbolic RegressionCRK (OOD)miscellaneous18Feb 26, 2026
Symbolic RegressionCRK (ID)miscellaneous18Feb 26, 2026
Visual ReasoningVisualProbe Hardmultimodalcomputer vision18Feb 26, 2026
Visual ReasoningVisualProbe Mediummultimodalcomputer vision18Feb 26, 2026
Visual ReasoningVisualProbe Easymultimodalcomputer vision18Feb 26, 2026
RecommendationMovieLenstabular time series18Feb 26, 2026
Depth EstimationnuScenes3d vision geometry18Feb 26, 2026
Zero-shot Image ClassificationAverage Zero-shot (15 datasets)computer vision18Mar 31, 2026
Diverse Language Understanding62 downstream tasksnlp18Feb 26, 2026
Audio ReasoningMMAU-Prospeech audionlp18Apr 10, 2026
Drug RecommendationMIMIC-IV (target)bio medicalgraph18Mar 19, 2026
Node ClassificationWiki-CS 10%/10%/80% splitgraph18Feb 26, 2026
Node Classificationquestions (10%/10%/80% split)graph18Feb 26, 2026