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Benchmarks

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

309,131 benchmarksPage 71 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR100 (test)computer vision147Feb 26, 2026
Person SearchCUHK-SYSU (test)computer visionPerson Search on CUHK-SYSU (test) performance trend147Feb 26, 2026
CTR PredictionCriteo (test)tabular time seriesCTR Prediction on Criteo (test) performance trend147May 25, 2026
Visual Question AnsweringVQA (test-dev)multimodalcomputer vision+1Visual Question Answering on VQA (test-dev) performance trend147Mar 18, 2026
Long-term forecastingExchange (test)tabular time series147Jun 11, 2026
Node classificationComputers (test)graphNode classification on Computers (test) performance trend147Jun 23, 2026
Single-hop Question AnsweringTriviaQAnlpretrieval search rag147Jul 8, 2026
Text ClassificationYahoo! Answers (test)nlp147Jun 12, 2026
Semantic SegmentationCOCO Objectcomputer visionSemantic Segmentation on COCO Object performance trend147Jun 16, 2026
Language modelingWikitext-2nlp146Jun 25, 2026
Mathematical ReasoningMinervallm chat instructionnlpMathematical Reasoning on Minerva (Acc, Cost) performance trend146May 28, 2026
Mathematical ReasoningDynaMathllm chat instructionnlp146Jul 7, 2026
Short-term forecastingPEMS03tabular time series146Jun 26, 2026
Node ClassificationWiki-CS (test)graph146Jun 1, 2026
CommonSense ReasoningWinonlp146May 12, 2026
Code GenerationMBPPcode developer ai146Feb 26, 2026
Semantic SegmentationiSAIDcomputer vision146May 15, 2026
Semantic CorrespondenceSPair-71k (test)computer visionSemantic Correspondence on SPair-71k (test) performance trend146May 29, 2026
Image ClassificationSTL-10computer visionImage Classification on STL-10 (Top-1 Accuracy) performance trend146Mar 24, 2026
Machine TranslationIWSLT De-En 2014 (test)nlpMachine Translation on IWSLT De-En 2014 (test) performance trend146Feb 27, 2026
Abnormal event detectionUCSD Ped2 (test)computer visionAbnormal Event Detection on UCSD Ped2 (test) performance trend146Feb 26, 2026
Optical Flow EstimationSintel Final (test)computer visionOptical Flow Estimation on Sintel Final (test) performance trend146Jun 30, 2026
Out-of-distribution DetectionCIFAR-10 vs SVHN (test)computer visiontabular time series146Jun 30, 2026
Multimodal EvaluationMMBenchmultimodal146Jul 1, 2026
Table Fact VerificationTabFact (test)nlptabular time seriesTable Fact Verification on TabFact (test) performance trend146May 19, 2026