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Benchmarks

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

309,131 benchmarksPage 2044 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ClassificationMessidor Feature UCIrvine (5-fold cross-validation)computer visionnlp+317Feb 26, 2026
ClassificationPimaIndian Kaggle (5-fold cross-validation)computer visionnlp+317Feb 26, 2026
ClassificationIonosphere UCIrvine (5-fold cross-validation)computer visionnlp+317Feb 26, 2026
ClassificationAmazon Employee Kaggle (5-fold cross-validation)computer visionnlp+317Feb 26, 2026
ClassificationGerman Credit UCIrvine (5-fold cross-val)computer visionnlp+317Feb 26, 2026
Sentiment AnalysisSST2nlp17Feb 26, 2026
Semantic SegmentationRealLQcomputer vision17Feb 26, 2026
Semantic SegmentationADE20K degraded (val)computer vision17Feb 26, 2026
CountingFSC-147 (test)computer vision17May 12, 2026
Graph property detectionTree Huge synthetic (test)graph17Feb 26, 2026
Graph property detectionTree Large synthetic (test)graph17Feb 26, 2026
Graph property detectionTree Small synthetic (test)graph17Feb 26, 2026
Graph property detectionClaw Huge House of Graphs (test)graph17Feb 26, 2026
Graph property detectionClaw Large House of Graphs (test)graph17Feb 26, 2026
Graph property detectionClaw Small House of Graphs (test)graph17Feb 26, 2026
Graph property detectionPlanar Huge House of Graphs (test)graph17Feb 26, 2026
Graph property detectionPlanar Large House of Graphs (test)graph17Feb 26, 2026
Graph property detectionPlanar Medium House of Graphs (test)graph17Feb 26, 2026
Graph property detectionPlanar Small House of Graphs (test)graph17Feb 26, 2026
Graph property detectionHam Huge House of Graphs (test)graph17Feb 26, 2026
Graph property detectionHam Large House of Graphs (test)graph17Feb 26, 2026
Graph property detectionHam Medium House of Graphs (test)graph17Feb 26, 2026
Graph property detectionHam Small House of Graphs (test)graph17Feb 26, 2026
Question AnsweringNQnlp17Feb 26, 2026
Question AnsweringAdversarialQAnlp17Feb 26, 2026