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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 65 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Out-of-Distribution DetectionImageNet-1kcomputer visiontabular time series156Apr 24, 2026
Sign Language TranslationPHOENIX-2014T (dev)computer visionnlpSign Language Translation on PHOENIX-2014T (dev) performance trend156Jun 30, 2026
Question AnsweringSQuAD (test)nlp156Jul 8, 2026
Image ClassificationILSVRC 2012 (val)computer vision156Jun 5, 2026
Multivariate long-term series forecastingExchangetabular time series156May 20, 2026
Handwritten Mathematical Expression RecognitionCROHME 2014 (test)computer visionnlpHandwritten Mathematical Expression Recognition on CROHME 2014 (test) performance trend156Feb 26, 2026
Visual Place RecognitionMSLS Challengecomputer visionVisual Place Recognition on MSLS Challenge performance trend156Jun 2, 2026
Object DetectionV2X-Sim (test)computer vision155Apr 28, 2026
Image ClassificationCIFAR100 long-tailed (test)computer vision155Feb 26, 2026
Object DetectionVisDrone (val)computer visionObject Detection on VisDrone (val) performance trend155Jul 7, 2026
Super-ResolutionDIV2Kcomputer vision155Jul 1, 2026
Class-conditional Image GenerationImageNet 128x128image generation editing155Mar 17, 2026
Constituent parsingPTB (test)nlpConstituent parsing on PTB (test) performance trend155May 14, 2026
Action RecognitionUCF101 (3 splits)computer visionAction Recognition on UCF101 (3 splits) performance trend155Feb 26, 2026
Crowd CountingShanghaiTech Part Acomputer visionCrowd Counting on ShanghaiTech Part A performance trend155Mar 26, 2026
Graph ClassificationIMDB-B (test)graphGraph Classification on IMDB-B (test) performance trend155May 8, 2026
Graph ClassificationIMDB-B (10-fold cross-validation)graphGraph Classification on IMDB-B (10-fold cross-validation) performance trend155May 5, 2026
Image ClassificationCIFAR-10 (test)computer visionImage Classification on CIFAR-10 (test) (Test Accuracy) performance trend154Mar 17, 2026
Watermark DetectionBOOKSUMadversarial safety security154May 29, 2026
Mortality PredictionMIMIC IVbio medicaltabular time series154Jun 11, 2026
Multimodal Model EvaluationMMBench ChinesemultimodalMultimodal Model Evaluation on MMBench Chinese performance trend154Mar 13, 2026
Image CaptioningTextCapsmultimodalcomputer vision+1154Jun 4, 2026
Camouflaged Object DetectionCAMO (test)computer vision154May 26, 2026
Visual Object TrackingOTB-100computer visionVisual Object Tracking on OTB-100 (AUC) performance trend154May 12, 2026
Sentiment ClassificationMR (test)nlpSentiment Classification on MR (test) performance trend154Jun 4, 2026