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Benchmarks

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

309,131 benchmarksPage 13 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Face VerificationLFWcomputer visionFace Verification on LFW performance trend417Jun 11, 2026
Image ClassificationMNISTcomputer visionImage Classification on MNIST performance trend417Mar 17, 2026
Natural Language UnderstandingGLUE (test)nlp416Feb 26, 2026
Traffic ForecastingMETR-LAtabular time seriesTraffic Forecasting on METR-LA performance trend415Jun 16, 2026
Robotic ManipulationLIBERO-Plusrobotics embodied ai414Jul 7, 2026
Language ModelingLAMBADAnlp412May 29, 2026
Semantic SegmentationCamVid (test)computer vision411Feb 26, 2026
Code GenerationMBPP (test)code developer aiCode Generation on MBPP (test) performance trend411Jul 3, 2026
Long-term time-series forecastingETTh1 (test)tabular time series410Jun 2, 2026
Super-resolutionB100 (test)computer visionSuper-resolution on B100 (test) performance trend408May 14, 2026
Knowledge EditingCounterfactnlpllm chat instruction407Jun 23, 2026
Text-to-Video RetrievalDiDeMo (test)multimodalretrieval search ragText-to-Video Retrieval on DiDeMo (test) performance trend407May 19, 2026
Image ClassificationCIFAR100 (test)computer visionImage Classification Top-1 Accuracy on CIFAR100 (test) performance trend407Mar 26, 2026
Multimodal Sentiment AnalysisCMU-MOSEI (test)multimodalnlpMultimodal Sentiment Analysis on CMU-MOSEI (test) performance trend406Jun 5, 2026
Object HallucinationPOPE Popularcomputer visionmultimodalObject Hallucination on POPE Popular performance trend406Jun 29, 2026
Text-to-Video RetrievalMSR-VTTmultimodalretrieval search ragText-to-Video Retrieval on MSR-VTT performance trend406May 28, 2026
Chart Question AnsweringChartQAcomputer visionnlpChart Question Answering on ChartQA performance trend404Jun 19, 2026
Multivariate long-term series forecastingETTm1tabular time seriesMultivariate long-term series forecasting on ETTm1 performance trend404Jun 9, 2026
Node ClassificationCornell (test)graph403Jul 9, 2026
Mathematical ReasoningSVAMPllm chat instructionnlpMathematical Reasoning on SVAMP performance trend403Apr 14, 2026
Image ClassificationOffice-Home (test)computer visionImage Classification on Office-Home (test) performance trend402Jul 7, 2026
Node classificationTexas (test)graphNode classification on Texas (test) performance trend402Jul 9, 2026
Visual Question AnsweringAI2Dmultimodalcomputer vision+1Visual Question Answering on AI2D performance trend402Jul 8, 2026
Video Question AnsweringMSVD-QAmultimodalcomputer visionVideo Question Answering on MSVD-QA performance trend401Jun 23, 2026
Commonsense ReasoningPIQAnlpCommonsense Reasoning on PIQA (Accuracy) performance trend400Jul 9, 2026