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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 599 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Automatic Speech RecognitionCHiME-4 simu (test)speech audio38Jun 5, 2026
Thoracic Disease ClassificationChestX-ray14bio medicalcomputer vision38Jun 4, 2026
Class-Incremental LearningStanford Cars (test)computer visiontabular time series38Feb 26, 2026
Visual Question AnsweringMMMU (val)multimodalcomputer vision+138Mar 16, 2026
Grade School Math Word Problem SolvingGSM8K (test)nlpllm chat instruction38Mar 4, 2026
Mathematical ReasoningMAWPSllm chat instructionnlp38Apr 14, 2026
3D Semantic SegmentationnuScenes Lidar-Seg (val)3d vision geometry38Apr 10, 2026
Continual LearningImageNet-R (20 tasks)miscellaneous38Jun 29, 2026
Multitask Language UnderstandingCMMLU (test)nlpllm chat instruction38Feb 26, 2026
Image DeblurringRSBlur (test)computer vision38Jun 1, 2026
Image ClassificationCIFAR-100computer vision38Feb 26, 2026
User-based De-identification MatchingADNIbio medicalnlp38Feb 26, 2026
Audio-Visual Question AnsweringMusic-AVQAmultimodalspeech audio+138Jul 7, 2026
Visual GroundingRefCOCO+multimodalcomputer vision38Apr 10, 2026
Image Super-ResolutionManga109computer vision38Feb 26, 2026
Image ClassificationCIFAR10 0.1-Dirichlet (test)computer vision38Mar 13, 2026
Mathematical ReasoningMATHllm chat instructionnlp38Feb 26, 2026
Image ClassificationImageNet variants and ObjectNet various (test)computer vision38Mar 10, 2026
Audio-Visual SegmentationAVSBench MS3 (test)multimodalspeech audio+138Mar 25, 2026
Vocal Sound ClassificationVocalSoundspeech audioVocal Sound Classification on VocalSound performance trend38Jun 26, 2026
Image ClassificationSVHN (test)computer vision38Feb 26, 2026
ClassificationFlowers102computer visionnlp+338Jun 4, 2026
Object Hallucination AssessmentMSCOCOcomputer vision38Mar 4, 2026
CTR PredictionFrappe (test)tabular time series38Feb 26, 2026
Adversarial AttackImageNet-compatible Stable Diffusion context v1.4 (test)adversarial safety securitycomputer vision38Feb 26, 2026