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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 235 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Named Entity RecognitionNER (test)nlp68Feb 26, 2026
Generative ModelingCIFAR-10image generation editingvideo generation editing+14Generative Modeling on CIFAR-10 performance trend68Jun 30, 2026
Object LocalizationCUB-200 2011 (test)computer vision68Feb 26, 2026
Cuboid layout estimationPanoContext (test)3d vision geometryCuboid layout estimation on PanoContext (test) performance trend68Feb 26, 2026
Video GenerationUCF101video generation editing68Mar 11, 2026
Person Re-identificationMarket-1501 single query (test)computer vision68Feb 26, 2026
Saliency DetectionNJUD (test)computer vision68Feb 26, 2026
Human Part ParsingPASCAL-Person-Part (test)computer visionHuman Part Parsing on PASCAL-Person-Part (test) performance trend68Feb 26, 2026
Molecular GenerationZINC250Kbio medical68Feb 26, 2026
Speech SeparationLibri2Mix (test)speech audioSpeech Separation on Libri2Mix (test) performance trend68Jul 3, 2026
Keyword SpottingGoogle Speech Commands v1 (test)speech audio68Feb 26, 2026
Offline Reinforcement Learninghopper mediumrobotics embodied ai68May 29, 2026
Question AnsweringBoolQ (test)nlpQuestion Answering on BoolQ (test) performance trend68Jul 8, 2026
Image ClassificationImageNet OODcomputer vision68Mar 31, 2026
Anomaly LocalizationVisA (test)computer vision68Jun 15, 2026
Anomaly ClassificationRESCtabular time series68Feb 26, 2026
Imputationpowerplant MARtabular time series67Jul 7, 2026
Common-sense ReasoningWinograndenlp67Jul 7, 2026
Face VerificationLFWcomputer vision67Jun 4, 2026
Question AnsweringARC-Cnlp67Jul 3, 2026
Counterfactual GenerationTAXI1500computer visionimage generation editing67May 13, 2026
Video ReasoningVideoMathQAcomputer vision67Jun 11, 2026
Multiple Choice Question AnsweringPIQAnlp67Jun 29, 2026
Interactive Decision MakingALFWorld Unseenrobotics embodied ai67Jul 7, 2026
Question AnsweringNewsQAnlp67Jun 12, 2026