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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 344 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-turn dialogueMT-benchllm chat instruction54Feb 26, 2026
Backdoor DefenseCRadversarial safety security54Feb 26, 2026
Pixel-level Anomaly DetectionMVTec ADcomputer vision54May 28, 2026
Image ClassificationCIFAR10 (test)computer vision54Feb 26, 2026
Emotion RecognitionCREMA-Dspeech audiocomputer vision+154Jun 30, 2026
Visual UnderstandingMMEcomputer visionmultimodal54Mar 23, 2026
Face verificationFFHQcomputer vision54Jun 11, 2026
Audio-visual event localizationAVE (test)multimodalspeech audio+154Apr 7, 2026
Image-level Anomaly DetectionBTADcomputer vision54Apr 10, 2026
Human ParsingPASCAL Contextcomputer vision54Jun 16, 2026
Mathematical ReasoningNUMGLUEllm chat instructionnlp54Jun 9, 2026
Community DetectionCSgraph54Feb 26, 2026
Image ClassificationPetscomputer vision54Jun 9, 2026
LGT DetectionWritingPrompts small Fast-DetectGPT benchmark (test)nlp54Feb 26, 2026
LGT DetectionWritingPrompts-small Fast-DetectGPT benchmarknlp54Feb 26, 2026
LGT DetectionXSum Fast-DetectGPT benchmarknlp54Feb 26, 2026
LGT DetectionPubMed Fast-DetectGPT benchmarknlp54Feb 26, 2026
Image GenerationAFHQ 64x64 v2 (unconditional)image generation editing54Jun 9, 2026
OOD DetectionCIFAR10 ID FMNIST OODcomputer visiontabular time series54Feb 26, 2026
Language model detoxificationRealToxicityPrompts (test)adversarial safety securitynlp54Feb 26, 2026
Video Question AnsweringVideo-ChatGPTmultimodalcomputer vision54Jun 12, 2026
Lexical Semantic Change DetectionSemEval Task 1 Subtask 2 English 2020nlp54Feb 26, 2026
Membership Inference AttackWikiMIA length 32adversarial safety security54Apr 1, 2026
Graph Anomaly DetectionACMgraph54May 26, 2026
Backdoor AttackCIFAR-10 (test)adversarial safety security54Mar 20, 2026