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Benchmarks

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

309,131 benchmarksPage 1034 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Cross-lingual retrievalMKQAretrieval search ragnlp27Mar 20, 2026
Next-Item RecommendationGames Amazon (test)tabular time series27Feb 26, 2026
Binary Classificationinsurance-co IO (test)tabular time series27Feb 26, 2026
Binary Classificationblastchar (BL) (test)tabular time series27Feb 26, 2026
Binary Classificationcredit-g (CG) (test)tabular time series27Feb 26, 2026
Image ClassificationAircraftscomputer vision27Feb 26, 2026
Scene Graph DetectionVG 50 (test)computer visionmultimodal27Feb 26, 2026
Human-Object Interaction DetectionHICO-DET Rare First v1.0 (test)computer vision27Feb 26, 2026
Active Speaker DetectionAVA-ActiveSpeaker v1.0 (val)speech audiocomputer vision27Feb 26, 2026
Out-of-distribution detectionCIFAR10 (ID) LSUN-Crop (OOD) (test)computer visiontabular time series27Mar 18, 2026
Out-of-distribution DetectionOOD Suite Meancomputer visiontabular time series27Feb 26, 2026
Novel View SynthesisNeRF Synthetic Blender (test)3d vision geometry27Jun 26, 2026
Text-to-Video RetrievalMSR-VTT 7Kmultimodalretrieval search rag27Feb 26, 2026
Stereo Image Super-ResolutionMiddlebury (Left)3d vision geometrycomputer vision27Feb 26, 2026
Depth CompletionKITTI depth completion (test)3d vision geometrycomputer vision27Feb 26, 2026
Cross-domain few-shot classificationCropDiseasecomputer visionnlp+127Feb 26, 2026
Cross-domain few-shot classificationEuroSATcomputer visionnlp+127Feb 26, 2026
Cross-domain few-shot classificationISICcomputer visionnlp+127Feb 26, 2026
SegmentationSIIM-ACRcomputer vision27Feb 26, 2026
Graph ClassificationPATTERNgraph27Apr 2, 2026
Super-ResolutionImageNet 256x256 (val)computer vision27Jun 30, 2026
Group Activity RecognitionCollective Activitycomputer vision27Feb 27, 2026
Action DetectionCharades (test)computer vision27Feb 26, 2026
Graph property predictionogbg-ppa (test)graph27Feb 26, 2026
Manipulated Article DetectionRealNews (test)nlp27Feb 26, 2026