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Benchmarks

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

309,131 benchmarksPage 1954 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Fine-grained recognitionBREEDS LIVING-17 (test)computer vision18Feb 26, 2026
Image ReconstructionLion Image RGB (train)computer vision18Feb 26, 2026
Image ReconstructionLion image (test)computer vision18Feb 26, 2026
Image ReconstructionLion image RFTcomputer vision18Feb 26, 2026
Image ReconstructionLion image RGB original (train)computer vision18Feb 26, 2026
Theory of Mind reasoningToMI False Beliefnlp18Apr 30, 2026
Theory of Mind reasoningBigTOM False Beliefnlp18Apr 30, 2026
Few-shot Image ClassificationDomainNet Clipartcomputer vision18Feb 26, 2026
SegmentationCOCO (in-domain)computer vision18Feb 26, 2026
ClassificationMNISTcomputer visionnlp+318Mar 4, 2026
Aspect Term Extraction (ATE)SemEval Restaurant 2016 (test)nlp18Feb 26, 2026
Aspect Term Extraction (ATE)SemEval Restaurant 2015 (test)nlp18Feb 26, 2026
Image CaptioningCOCO (test)multimodalcomputer vision+118Feb 26, 2026
Point Cloud UpsamplingPUGAN (test)3d vision geometry18Feb 26, 2026
3D Human Pose EstimationGlobalEgoMocap 48 (test)3d vision geometrycomputer vision18Feb 26, 2026
Node ClassificationPubmedgraph18Jul 3, 2026
Image ClassificationBFFHQ (test)computer vision18May 28, 2026
Image Super-ResolutionRealSR (test)computer vision18Feb 26, 2026
3D Human Pose and Shape RecoveryEMDB 13d vision geometrycomputer vision18Feb 26, 2026
Sound Event DetectionAudioSet Strongly-labeled (test)speech audio18Jul 8, 2026
Seq2SeqQQPnlp18Feb 26, 2026
Image ClassificationMNIST-scale ideal downsampling (test)computer vision18Feb 26, 2026
ClassificationEYcomputer visionnlp+318Apr 20, 2026
ClassificationSRBCTcomputer visionnlp+318Feb 26, 2026
ClassificationJaffecomputer visionnlp+318Feb 26, 2026