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Benchmarks

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

309,131 benchmarksPage 7 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
text-to-motion generationHumanML3D (test)computer visionnlp576Jun 16, 2026
Semantic SegmentationCityscapes (val)computer visionSemantic Segmentation on Cityscapes (val) performance trend572Feb 26, 2026
ClassificationCarscomputer visionnlp+3571Jul 9, 2026
Multimodal UnderstandingSEED-BenchmultimodalMultimodal Understanding on SEED-Bench performance trend571Jun 24, 2026
Robotic ManipulationLIBEROrobotics embodied ai570Jun 26, 2026
3D Human Pose EstimationHuman3.6M (test)3d vision geometrycomputer vision3D Human Pose Estimation on Human3.6M (test) performance trend570Jun 30, 2026
Image ClassificationEuroSATcomputer visionImage Classification on EuroSAT performance trend569Apr 3, 2026
Multitask Language UnderstandingMMLUnlpllm chat instruction568Jun 9, 2026
Mathematical ReasoningMathVistallm chat instructionnlp566Jun 19, 2026
Image Super-ResolutionSet14computer vision565May 26, 2026
Action RecognitionSomething-Something v2 (val)computer visionAction Recognition on Something-Something v2 (val) performance trend565Jun 25, 2026
Video Object SegmentationDAVIS 2016 (val)computer visionVideo Object Segmentation on DAVIS 2016 (val) performance trend564Mar 4, 2026
Image ClassificationCIFAR-10computer visionImage Classification on CIFAR-10 performance trend564Mar 17, 2026
Image ClassificationTinyImageNet (test)computer visionImage Classification on TinyImageNet (test) performance trend562Jun 25, 2026
Multi-hop Question Answering2WikiMultiHopQAnlpretrieval search ragMulti-hop Question Answering on 2WikiMultiHopQA performance trend559May 20, 2026
Image ClassificationFlowers102computer vision558Mar 27, 2026
Multi-Object TrackingDanceTrack (test)computer visionMulti-Object Tracking on DanceTrack (test) performance trend557Jul 2, 2026
Named Entity RecognitionCoNLL 2003 (test)nlpNamed Entity Recognition on CoNLL 2003 (test) performance trend556Jun 4, 2026
Semantic SegmentationCityscapes (val)computer vision552Jun 29, 2026
Monocular Depth EstimationKITTI (Eigen)3d vision geometrycomputer visionMonocular Depth Estimation on KITTI (Eigen) performance trend552Jul 2, 2026
Time Series ForecastingETTm2tabular time seriesTime Series Forecasting on ETTm2 performance trend552Jun 16, 2026
Natural Language UnderstandingGLUEnlpNatural Language Understanding on GLUE performance trend551May 13, 2026
Multimodal ReasoningMM-VetmultimodalnlpMultimodal Reasoning on MM-Vet performance trend551Jul 3, 2026
Object DetectionLVIS v1.0 (val)computer visionObject Detection on LVIS v1.0 (val) performance trend548Jul 8, 2026
Person Re-identificationMSMT17computer visionPerson Re-identification on MSMT17 performance trend546Jun 2, 2026