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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 2081 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ClassificationSpokenArabicDigitscomputer visionnlp+317Feb 26, 2026
ClassificationJapaneseVowelscomputer visionnlp+317Feb 26, 2026
ClassificationFaceDetectioncomputer visionnlp+317Feb 26, 2026
Long-form Biography GenerationBio FactScorellm chat instructionnlp17Feb 26, 2026
Image ReconstructionFFHQ 1024x1024computer vision17May 14, 2026
Anomaly ClassificationMVTec AD 1.0 (test)tabular time series17Feb 26, 2026
Anomaly SegmentationMVTec AD 1.0 (test)computer visionbio medical17Feb 26, 2026
Reasoning and ClassificationBBH (Big-Bench Hard) (unseen)llm chat instructionnlp17Apr 10, 2026
Medical Image SegmentationLA (val test)bio medicalcomputer vision17Feb 26, 2026
Low-Light Image EnhancementAVG. DICM, MEF, LIME, NPE, VVcomputer vision17Feb 26, 2026
Low-Light Image EnhancementVVcomputer vision17Feb 26, 2026
Low-Light Image EnhancementNPEcomputer vision17Feb 26, 2026
Low-Light Image EnhancementUHD-LL 2023 (test)computer vision17Feb 26, 2026
Feature AttributionIRISnlp17Feb 26, 2026
Reading ComprehensionMultiRCnlp17Apr 21, 2026
3D Human Motion PredictionHuman3.6M S5 (test)3d vision geometrycomputer vision17Feb 26, 2026
Image ClassificationCIFAR-10-LT Ratio 100 (test)computer vision17Feb 26, 2026
Low-dose CT DenoisingMayo 2020 (test)bio medicalcomputer vision17Feb 26, 2026
Node ClassificationArxiv overallgraph17Feb 26, 2026
Single Object TrackingGOT-10k 32 (test)computer vision17Feb 26, 2026
Medical Image SegmentationAbd-MRI Setting 2 (test)bio medicalcomputer vision17May 19, 2026
Medical Image SegmentationAbd-MRI Setting 1 (test)bio medicalcomputer vision17May 19, 2026
Out-of-Distribution DetectionNews (test)computer visiontabular time series17Feb 26, 2026
Out-of-Distribution DetectionSST2 (test)computer visiontabular time series17Feb 26, 2026
Out-of-Distribution DetectionCLINC SMALL (test)computer visiontabular time series17Feb 26, 2026