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Research

Benchmarks

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

309,131 benchmarksPage 10 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Optical Character RecognitionOCRBenchcomputer vision486Jul 7, 2026
Visual Question AnsweringVQA v2 (test-std)multimodalcomputer vision+1Visual Question Answering on VQA v2 (test-std) performance trend486Apr 13, 2026
Language ModelingC4nlp482Jul 7, 2026
GUI GroundingScreenSpot Procomputer visionnlpGUI Grounding on ScreenSpot Pro (Category Metrics) performance trend482Jun 30, 2026
Time Series ForecastingETTh1 (test)tabular time series482Jul 3, 2026
Action RecognitionNTU RGB+D X-sub 120computer visionAction Recognition on NTU RGB+D X-sub 120 performance trend482Jul 2, 2026
Semantic SegmentationSYNTHIA to Cityscapes (val)computer visionSemantic Segmentation on SYNTHIA to Cityscapes (val) performance trend480Mar 18, 2026
Long-term Time Series ForecastingETTm2tabular time series479Jun 16, 2026
Text-to-SQLBIRD (dev)nlpcode developer aiText-to-SQL on BIRD (dev) performance trend477Jul 7, 2026
Vision-and-Language NavigationR2R (val unseen)robotics embodied aimultimodalVision-and-Language Navigation on R2R (val unseen) performance trend476Jul 7, 2026
Long-term Time Series ForecastingETTh2tabular time series474Jun 26, 2026
Text-to-Video RetrievalDiDeMomultimodalretrieval search ragText-to-Video Retrieval on DiDeMo performance trend472Jul 2, 2026
Image-to-Text RetrievalFlickr30k (test)multimodalretrieval search ragImage-to-Text Retrieval on Flickr30k (test) performance trend472Jun 30, 2026
Multivariate long-term series forecastingETTh2tabular time series470Jun 29, 2026
Image ClassificationSVHN (test)computer visionImage Classification on SVHN (test) performance trend470May 22, 2026
Visual Object TrackingLaSOT (test)computer visionVisual Object Tracking on LaSOT (test) performance trend470May 27, 2026
Multivariate Time Series ForecastingWeathertabular time series466Jun 25, 2026
Super-resolutionB100computer visionSuper-resolution on B100 (PSNR, SSIM) performance trend465May 22, 2026
Question AnsweringOpenBookQAnlp465Feb 26, 2026
Long-term Time Series ForecastingETTm1tabular time series463Jun 9, 2026
Physical Interaction Question AnsweringPIQArobotics embodied ainlp462Jul 2, 2026
Image ClassificationFashionMNIST (test)computer visionImage Classification on FashionMNIST (test) performance trend461Jul 9, 2026
Visual Object TrackingGOT-10k (test)computer visionVisual Object Tracking on GOT-10k (test) performance trend461Jul 8, 2026
Image GenerationImageNet 256x256 (val)image generation editing461Jul 3, 2026
Audio ClassificationESC-50speech audioAudio Classification on ESC-50 performance trend461Jun 9, 2026