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Benchmarks

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

309,131 benchmarksPage 459 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Sentiment AnalysisSST-2 GLUEnlp45Feb 26, 2026
Symbolic ReasoningCoinnlp45Mar 24, 2026
Sentiment AnalysisARnlp45Feb 26, 2026
Pedestrian DetectionLLVIP (test)computer vision45Jul 7, 2026
Highlight DetectionQVHighlights (val)computer visionHighlight Detection on QVHighlights (val) performance trend45Apr 3, 2026
Mathematical Problem SolvingMATH (test)nlpagents tool use45Jun 30, 2026
Multivariate Time Series ClassificationStandWalkJumptabular time series45Jun 4, 2026
Code GenerationHumanEval @WizardCoder (test)code developer ai45Feb 26, 2026
Time Series ForecastingETTh1 -> ETTm2 (test)tabular time series45Feb 26, 2026
Visual TrackingNFS (test)computer vision45Feb 26, 2026
Multimodal PerceptionMMEmultimodalcomputer vision45Jun 12, 2026
Class Incremental LearningCUBcomputer visiontabular time series45Feb 27, 2026
Node ClassificationDBLPgraph45Feb 27, 2026
Node ClassificationKindlegraph45Feb 27, 2026
Anomaly DetectionMVTec ADtabular time series45Feb 26, 2026
Anomaly DetectionBTADtabular time series45Feb 26, 2026
Collaborative FilteringYelp 2018 (test)tabular time series45May 7, 2026
ClassificationMusk2 downstreamcomputer visionnlp+345Feb 26, 2026
Traveling Salesman ProblemTSP N=20miscellaneous45May 19, 2026
Out-of-Distribution DetectionMNIST (In-distribution) vs Fashion-MNIST (OOD) (test)computer visiontabular time series45May 4, 2026
Multimodal UnderstandingMME Cognitionmultimodal45Jun 1, 2026
Land cover classificationCDL (test)computer vision45Feb 26, 2026
Land cover classificationNLCD (test)computer vision45Feb 26, 2026
Image ClassificationPathMNISTcomputer vision45Jun 4, 2026
Inductive dynamic link predictionContact (inductive)graph45Jun 4, 2026