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Benchmarks

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

309,131 benchmarksPage 480 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Referring Image SegmentationUNC (testB)computer visionmultimodalReferring Image Segmentation on UNC (testB) performance trend44Feb 27, 2026
Referring Image SegmentationUNC (val)computer visionmultimodalReferring Image Segmentation on UNC (val) performance trend44Feb 27, 2026
Landmark Localization300W (Chall.)computer vision44Feb 26, 2026
Landmark Localization300W (Common)computer vision44Feb 26, 2026
Image ClassificationN-MNISTcomputer vision44Feb 26, 2026
Image ClassificationBirdsnap (test)computer vision44Feb 26, 2026
Instance SegmentationPartNet 1.0 (test)computer vision44Feb 26, 2026
Sentence Embedding EvaluationSentEvalnlpretrieval search rag44Feb 26, 2026
Semantic SegmentationCityscapes fine (test)computer vision44Feb 26, 2026
Action RecognitionJester (val)computer vision44Feb 26, 2026
Pointing localizationVOC 2007 (test)computer vision44Feb 26, 2026
Visual Question AnswerVQA 1.0 (test-dev)multimodalcomputer vision+144Feb 26, 2026
Person Re-identificationGRIDcomputer vision44Feb 26, 2026
Image CaptioningCOCO 2014 (test)multimodalcomputer vision+144Feb 26, 2026
Face SearchIJB-Acomputer vision44Feb 26, 2026
Object LocalisationILSVRC (val)computer vision44Feb 26, 2026
Density Estimationbinarized MNIST 28x28 (test)tabular time series44Feb 26, 2026
Molecular property classificationBACE (MoleculeNet) scaffold (test)bio medical44May 14, 2026
Forward PDE solvingElasticitymiscellaneous44Jul 2, 2026
Graph ClassificationDD (test)graph44Feb 26, 2026
Two-sample testingGaussian mixture data Synthetic Example 1 d=10tabular time series44Feb 26, 2026
Graph ClassificationNCI1 TUDatasetgraph44Feb 26, 2026
Graph ClassificationPROTEINS TUDatasetgraph44Feb 26, 2026
Point Cloud Quality AssessmentLS-PCQA (test)3d vision geometry44Feb 26, 2026
Referring Expression ComprehensionRefCOCO, RefCOCO+, and RefCOCOg Averagecomputer visionnlp44Apr 7, 2026