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Benchmarks

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

309,131 benchmarksPage 45 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ClassificationCelebAcomputer visionnlp+3197May 8, 2026
Video Action RecognitionKinetics-400computer visionVideo Action Recognition on Kinetics-400 performance trend197May 11, 2026
3D Human Pose EstimationHuman3.6M3d vision geometrycomputer vision3D Human Pose Estimation on Human3.6M performance trend197Jun 30, 2026
Out-of-sample random-X regressionSpiked covariance model d/N = 0.9, noise = 1 synthetic (out-of-sample)tabular time series196May 28, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+1196Apr 15, 2026
Node ClassificationAmazon-Ratings (test)graphNode Classification on Amazon-Ratings (test) performance trend196Jun 8, 2026
Chart Question AnsweringChartQA (test)computer visionnlpChart Question Answering on ChartQA (test) performance trend196Jun 16, 2026
Multivariate long-term forecastingETTm1 (test)tabular time series196Jun 26, 2026
Intent ClassificationBanking77 (test)nlp196May 22, 2026
Long-range Sequence ModelingLong Range Arena (LRA) (test)nlpLong-range Sequence Modeling on Long Range Arena (LRA) (test) performance trend196Jun 29, 2026
Object DetectionCityscapes to Foggy Cityscapes (test)computer visionObject Detection on Cityscapes to Foggy Cityscapes (test) performance trend196Feb 26, 2026
Salient Object DetectionPASCAL-Scomputer visionSalient Object Detection on PASCAL-S performance trend196Jun 26, 2026
Reading ComprehensionRACE midnlp196Feb 26, 2026
Text-to-SQLSpider (dev)nlpcode developer ai196Jul 1, 2026
Imputationfacialexpressiontabular time series195Jul 7, 2026
Commonsense ReasoningCSQAnlp195May 26, 2026
Image ClassificationCIFAR-100 standard (test)computer vision195Jun 23, 2026
Knowledge Graph CompletionFB15k-237 (test)graph195Jun 1, 2026
Character-level Language Modelingenwik8 (test)nlpCharacter-level Language Modeling on enwik8 (test) performance trend195Feb 26, 2026
Referring Image SegmentationRefCOCO (test B)computer visionmultimodalReferring Image Segmentation on RefCOCO (test B) performance trend195Jun 23, 2026
Low-light Image EnhancementLOL v1computer vision195May 20, 2026
Image ClassificationEuroSAT (test)computer vision195Jul 9, 2026
Math ReasoningAQuAllm chat instructionnlpMathematical Reasoning on AQuA (Accuracy) performance trend194Jun 9, 2026
Visual Mathematical ReasoningMathVersemultimodalcomputer vision+1Visual Mathematical Reasoning on MathVerse performance trend194Jun 19, 2026
Video Question AnsweringEgoSchemamultimodalcomputer visionVideo Question Answering on EgoSchema performance trend194Jun 30, 2026