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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 1080 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationSUN397computer vision26Feb 26, 2026
OCR-related Comprehensive TasksOCRBench Chinese v2computer vision26Feb 26, 2026
Named Entity RecognitionNER organizationnlp26Feb 26, 2026
Named Entity RecognitionNER locationnlp26Feb 26, 2026
Named Entity RecognitionNER personnlp26Feb 26, 2026
Commonsense ReasoningWG-Snlp26Jul 3, 2026
Node ClassificationPubMed H=0.80graph26Feb 26, 2026
Traffic ForecastingGLAtabular time series26Jun 30, 2026
Prompt CompressionMeetingBank (test)nlp26Feb 26, 2026
Code GenerationCodeSearchNet (test)code developer ai26Feb 26, 2026
Image-Text RetrievalRetrievalmultimodalretrieval search rag26Jun 23, 2026
ClassificationSkinCancer (test)computer visionnlp+326Feb 27, 2026
Domain GeneralizationDomainNetcomputer vision26Jun 24, 2026
Image DenoisingBSD68 (test)computer vision26May 12, 2026
Multi-choice Video Question AnsweringEgoSchema (test)multimodalcomputer vision+126Mar 18, 2026
Multi-agent trajectory predictionNBA datasetrobotics embodied aicomputer vision26Feb 26, 2026
Reinforcement LearningHopper v3robotics embodied ai26Apr 7, 2026
Reinforcement LearningWalker2d v3robotics embodied ai26Apr 7, 2026
Reinforcement LearningAnt v3robotics embodied ai26Apr 7, 2026
Reinforcement LearningHumanoid v3robotics embodied ai26Apr 7, 2026
Prompt Harmfulness ClassificationPublic Prompt Harmfulness Benchmarks (ToxicChat, OpenAI Moderation, AegisSafetyTest, SimpleSafetyTests, HarmBenchPrompt)adversarial safety security26May 11, 2026
Node ClassificationSquirrel dense filteredgraph26Feb 26, 2026
Node ClassificationSquirrel dense split originalgraph26Feb 26, 2026
Node ClassificationChameleon dense originalgraph26Feb 26, 2026
Automatic Speech RecognitionML-SUPERB 10-min (Normal)speech audio26Feb 26, 2026