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Benchmarks

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

309,131 benchmarksPage 2099 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Ad-hoc RetrievalClueWeb-09-Cat-B Topic titles (test)retrieval search rag17Feb 26, 2026
3D ReconstructionShapeNet3d vision geometry17Feb 26, 2026
ClassificationOmniglot 20-way (test)computer visionnlp+317Feb 26, 2026
NIR-VIS face recognitionOulu-CASIA NIR-VIS Database (test)computer vision17Feb 26, 2026
3D Human Pose EstimationHumanEva-I Jogging3d vision geometrycomputer vision17Feb 26, 2026
Person SearchCUHK-SYSU 100 gallery sizecomputer vision17Feb 26, 2026
Action Segmentation50 Salads Midcomputer vision17Apr 24, 2026
Sentiment ClassificationSemEval Twitter Sentiment Analysis 2016 (test)nlp17Feb 26, 2026
Sentiment ClassificationSemEval Twitter Sentiment Analysis 2015 (test)nlp17Feb 26, 2026
Sentiment ClassificationSemEval Twitter Sentiment Analysis 2014 (test)nlp17Feb 26, 2026
Sentiment ClassificationSemEval Twitter Sentiment Analysis 2013 (test)nlp17Feb 26, 2026
Image Quality AssessmentLIVE (full)computer vision17Feb 26, 2026
Image Quality AssessmentTID 2008 (full)computer vision17Feb 26, 2026
3D Human Pose EstimationKTH Multiview Football II (Sequence 1 of Player 2)3d vision geometrycomputer vision17Feb 26, 2026
Human Attribute PredictionWIDER-Attribute (test)computer vision17Feb 26, 2026
Image SearchCOCOretrieval search ragcomputer vision17Feb 26, 2026
Visual Question Answering (Multiple-Choice)VQA (test-dev)multimodalcomputer vision+117Feb 26, 2026
Document-level sentiment classificationYelp 13nlp17Feb 26, 2026
Age EstimationFG-NET (LOPO)computer vision17Feb 26, 2026
Image Denoising68-image dataset sigma=50 (test)computer vision17Feb 26, 2026
Visual Question Answering (Multiple-Choice)VQA (test-standard)multimodalcomputer vision+117Feb 26, 2026
Action RecognitionUT-Kinect (leave-one-out-cross-validation protocol)computer vision17Feb 26, 2026
Sentiment ClassificationAmazon Polarity (test)nlp17Feb 26, 2026
Action Recognition3D Action Pairscomputer vision17Feb 26, 2026
Image CaptioningFlickr 8kmultimodalcomputer vision+117Feb 26, 2026