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Research

Benchmarks

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

309,131 benchmarksPage 716 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Forgetting Rate20News FRnlp34Feb 26, 2026
Node Classificationsnap-patentsgraphNode Classification on snap-patents performance trend34Feb 26, 2026
Multi-label classificationVOC-MLT (test)computer visionnlp+234Feb 26, 2026
Action localizationTHUMOS14computer vision34Feb 26, 2026
ClusteringIMDBtabular time series34Feb 26, 2026
Image ClassificationCIFAR-10 1.0 (test)computer vision34Feb 26, 2026
Multi-Object TrackingMOT 2017 (test)computer vision34Feb 26, 2026
Depth CompletionVOID (test)3d vision geometrycomputer vision34May 29, 2026
Classificationactivitycomputer visionnlp+334Feb 26, 2026
Object DetectionPascal VOC Class Split 1 2007 (test)computer vision34Feb 26, 2026
Image ClassificationImageNet LT 2018 (test)computer vision34Feb 26, 2026
Aspect Sentiment Triplet ExtractionRest SemEval 2016 (test)nlp34Feb 26, 2026
Pixel-level Manipulation DetectionCOVERcomputer vision34Feb 27, 2026
Pixel-level Manipulation DetectionColumbiacomputer vision34Feb 27, 2026
Pixel-level Manipulation DetectionNISTcomputer vision34Feb 27, 2026
Extreme ClassificationLF-AmazonTitles 1.3Mnlp34Jun 25, 2026
Domain AdaptationMNIST to SVHN (test)computer visionnlp+134Jun 4, 2026
End-to-End Text SpottingSCUT-CTW1500 (test)computer visionEnd-to-End Text Spotting on SCUT-CTW1500 (test) performance trend34Feb 26, 2026
Camera Pose EstimationTUM freiburg13d vision geometrycomputer vision34Feb 26, 2026
Skeleton Action RecognitionNTU-120 (96/24 random split)computer visionSkeleton Action Recognition on NTU-120 (96/24 random split) performance trend34Apr 13, 2026
Action RecognitionNTU-60 (Cross-Subject (CS))computer vision34Jun 26, 2026
Node Property Predictionogbn-proteins (test)graph34Feb 26, 2026
Few-shot image classificationtieredImageNet standard (test)computer vision34Feb 26, 2026
Deepfake DetectionFF++computer visionadversarial safety security34Feb 26, 2026
Video PredictionBAIRvideo generation editing34Feb 26, 2026