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Benchmarks

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

309,131 benchmarksPage 9 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Object TrackingLaSOTcomputer visionObject Tracking on LaSOT performance trend519Jul 3, 2026
Person Re-identificationMSMT17 (test)computer visionPerson Re-identification on MSMT17 (test) performance trend517May 4, 2026
Video Question AnsweringMSRVTT-QAmultimodalcomputer visionVideo Question Answering on MSRVTT-QA performance trend513Jun 23, 2026
Vision-Language NavigationRxR-CE (val-unseen)robotics embodied aimultimodal512Jul 8, 2026
Action RecognitionNTU RGB+D (Cross-subject)computer visionAction Recognition on NTU RGB+D (Cross-subject) performance trend511Jun 4, 2026
Multimodal UnderstandingMMStarmultimodalMultimodal Understanding on MMStar performance trend511Jul 3, 2026
Text-to-Image GenerationDPG-Benchimage generation editingText-to-Image Generation on DPG-Bench (Compositional Metrics) performance trend510Jun 30, 2026
Multivariate long-term forecastingETTh1tabular time series509Jul 2, 2026
Diagram Question AnsweringAI2Dcomputer visionnlpDiagram Question Answering on AI2D performance trend509Jul 7, 2026
Image ClassificationCIFAR-10computer visionImage Classification on CIFAR-10 (Standard Accuracy) performance trend507Feb 26, 2026
Action RecognitionKinetics-400computer visionAction Recognition on Kinetics-400 performance trend505Jun 4, 2026
Change DetectionLEVIR-CD (test)computer visionChange Detection on LEVIR-CD (test) performance trend503Jun 23, 2026
Visual Object TrackingTrackingNet (test)computer visionVisual Object Tracking on TrackingNet (test) performance trend502May 22, 2026
Node ClassificationPubmedgraphAccuracy on Pubmed (Node Classification) performance trend501Jun 30, 2026
Long-term forecastingETTh1tabular time series500Jul 9, 2026
Single Image Super-ResolutionUrban100computer visionSingle Image Super-Resolution on Urban100 (PSNR, SSIM) performance trend500Feb 26, 2026
Object DetectionCOCO v2017 (test-dev)computer visionObject Detection on COCO v2017 (test-dev) performance trend499Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp499Mar 25, 2026
Time Series ForecastingWeathertabular time seriesTime Series Forecasting on Weather performance trend497May 19, 2026
Action RecognitionNTU RGB+D 60 (X-sub)computer visionAction Recognition on NTU RGB+D 60 (X-sub) performance trend496May 22, 2026
Video Object SegmentationYouTube-VOS 2018 (val)computer visionVideo Object Segmentation on YouTube-VOS 2018 (val) performance trend493Feb 26, 2026
Image ClassificationImageNet-Sketchcomputer visionImage Classification on ImageNet-Sketch performance trend491Jul 7, 2026
Image ClassificationImageNet-1K (test)computer vision490Jul 2, 2026
Language ModelingC4 (test)nlpLanguage Modeling on C4 (test) performance trend488Jun 11, 2026
Image ClassificationDTDcomputer vision487Apr 24, 2026