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Benchmarks

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

309,131 benchmarksPage 520 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Referring Image SegmentationUNC+ (testB)computer visionmultimodalReferring Image Segmentation on UNC+ (testB) performance trend42Feb 27, 2026
Referring Image SegmentationUNC+ (testA)computer visionmultimodalReferring Image Segmentation on UNC+ (testA) performance trend42Feb 27, 2026
Referring Image SegmentationUNC+ (val)computer visionmultimodalReferring Image Segmentation on UNC+ (val) performance trend42Feb 27, 2026
Person Re-identificationPartial-iLIDScomputer visionPerson Re-identification on Partial-iLIDS performance trend42Feb 26, 2026
Network reconstructionIMDBgraph42May 6, 2026
Pointing gameMSCOCO 2014 (val)computer visionnlp42Feb 26, 2026
Sequential RecommendationMovieLens-1M (test)tabular time series42May 11, 2026
Semantic SegmentationCityscapes fine (val)computer vision42Feb 26, 2026
Head Pose EstimationAFLW2000 (test)computer visionHead Pose Estimation on AFLW2000 (test) performance trend42Feb 26, 2026
Machine Translation (Chinese-to-English)NIST MT-05 2005nlpMachine Translation (Chinese-to-English) on NIST MT-05 2005 performance trend42Feb 26, 2026
Semantic SegmentationCityscapescomputer vision42Feb 26, 2026
Word SpottingICDAR 2015computer vision42Feb 26, 2026
Video Frame InterpolationMiddleburyvideo generation editingcomputer visionVideo Frame Interpolation on Middlebury performance trend42Feb 26, 2026
Video Object SegmentationSegTrack v2computer vision42Jun 30, 2026
Video Object SegmentationFBMS (test)computer visionVideo Object Segmentation on FBMS (test) performance trend42Feb 26, 2026
ClusteringUSPStabular time series42Apr 23, 2026
Graph ClassificationRE-M5kgraphGraph Classification on RE-M5k performance trend42Feb 26, 2026
Dialog act predictionMRDA (test)nlpDialog act prediction on MRDA (test) performance trend42Feb 26, 2026
Molecular ClassificationHIVbio medicaltabular time series42May 12, 2026
Dimensionality ReductionMNISTtabular time series42Feb 26, 2026
Dimensionality ReductionRetinatabular time series42Feb 26, 2026
Dimensionality ReductionFMNISTtabular time series42Feb 26, 2026
Mutual Information EstimationGaussian d=5, N=64tabular time series42Feb 26, 2026
RegressionUCI NAVAL (test)tabular time series42Jun 2, 2026
Few-shot Image Classificationtiered-ImageNet K=160 (test)computer vision42Feb 26, 2026