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Benchmarks

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

309,131 benchmarksPage 279 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-view StereoDTU (test)3d vision geometry61Feb 26, 2026
Vehicle Re-identificationVehicleID Smallcomputer visionVehicle Re-identification on VehicleID Small performance trend61Feb 27, 2026
Natural Language Video LocalizationCharades-STA (test)computer visionnlp61Feb 26, 2026
SummarizationbigPatentnlp61Feb 26, 2026
Face VerificationMegaFace FaceScrub probe Challenge 1computer vision61Feb 26, 2026
Action RecognitionNTU RGB+D 120 (Cross-View)computer vision61Mar 31, 2026
Object DetectionPASCAL VOC to Clipart target domaincomputer vision61Feb 26, 2026
Object DetectionLVIS v0.5 (val)computer vision61Feb 27, 2026
Keypoint MatchingPASCALVOC with Berkeley keypoint annotations (test)computer vision3d vision geometry61May 6, 2026
Salient Object DetectionPASCAL-S 850 images (test)computer visionSalient Object Detection on PASCAL-S 850 images (test) performance trend61May 26, 2026
Person Re-identificationCUHK03 Labeled (test)computer visionPerson Re-identification on CUHK03 Labeled (test) performance trend61Feb 26, 2026
Image ClassificationminiImageNet standard (test)computer vision61Feb 26, 2026
Image ClassificationCIFAR-100 (test)computer vision61Feb 26, 2026
Video Anomaly DetectionShanghaiTechcomputer visionVideo Anomaly Detection on ShanghaiTech performance trend61Jun 16, 2026
Multi-label image recognitionVOC 2007 (test)computer vision61Feb 26, 2026
Facial expression recognitionFER 2013 (test)computer vision61Feb 27, 2026
Visual Object TrackingVOT 2015computer visionVisual Object Tracking on VOT 2015 performance trend61Feb 26, 2026
2D Human Pose EstimationMPII (val)computer vision2D Human Pose Estimation on MPII (val) performance trend61Feb 26, 2026
Predicate ClassificationVisual Genomecomputer visionnlp61Apr 23, 2026
Pedestrian DetectionCrowdHuman (val)computer visionPedestrian Detection on CrowdHuman (val) performance trend61Feb 26, 2026
Emotion ClassificationIEMOCAP (test)nlp61May 20, 2026
Visual Question AnsweringCLEVR (test)multimodalcomputer vision+161Feb 26, 2026
Sentence SimplificationNewsela (test)nlpSentence Simplification on Newsela (test) performance trend61Feb 26, 2026
Molecular property predictionClinTox (test)bio medical61May 18, 2026
Image ClassificationCIFAR-100 Splitcomputer vision61Feb 26, 2026