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Benchmarks

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

309,131 benchmarksPage 743 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Passage RankingTREC DL 2019 (test)retrieval search rag33Feb 26, 2026
Unsupervised single object discoveryCOCO20K 2014 (train)computer vision33Feb 26, 2026
Remote GroundingREVERIE unseen (test)computer visionnlp33Feb 26, 2026
Referring Image SegmentationG-Ref (test)computer visionmultimodal33Feb 26, 2026
Video ClassificationHMDB 23 (test)computer vision33Feb 26, 2026
Out-of-Distribution DetectionCIFAR100 (ID) vs SVHN (OOD)computer visiontabular time series33May 21, 2026
Node Classificationogbn-papers100Mgraph33Jun 2, 2026
Object DetectionScanNet v2 (val)computer visionObject Detection on ScanNet v2 (val) performance trend33Feb 27, 2026
Face RecognitionAGEDBcomputer vision33Feb 26, 2026
Trajectory ForecastingZara-2computer visionrobotics embodied ai+133Feb 26, 2026
Image ClassificationWebVision 50 (val)computer vision33Feb 26, 2026
Natural Language InferenceCB SuperGLUE (test)nlp33Feb 26, 2026
Video Frame InterpolationDAVISvideo generation editingcomputer vision33Apr 3, 2026
Node ClassificationCoraFull (test)graph33Feb 26, 2026
Super-ResolutionSIQAD 1.0 (test)computer vision33Feb 26, 2026
Super-ResolutionSCID 1.0 (test)computer vision33Feb 26, 2026
Attribute Value ExtractionMAVE 1.0 (test)nlp33Feb 26, 2026
Geometric MatchingHPatches 240 x 2403d vision geometrycomputer vision33Feb 26, 2026
Semantic SegmentationSemanticPOSS (test)computer vision33Feb 26, 2026
Semantic Scene CompletionSUNCG (test)3d vision geometrycomputer vision33Feb 26, 2026
Cross-domain few-shot classificationCD-FSL benchmarkcomputer visionnlp+133Feb 26, 2026
Graph ClassificationEXP (test)graph33Feb 26, 2026
CalibrationMNISTtabular time series33Feb 26, 2026
Image ClusteringCIFAR-10 (full)computer vision33Feb 26, 2026
Unconditional Image GenerationCIFAR10image generation editing33Jun 16, 2026