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Benchmarks

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

309,131 benchmarksPage 184 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Text-to-image person retrievalRSTPReidimage generation editingcomputer vision+1Text-to-image Person Retrieval on RSTPReid performance trend80Jun 30, 2026
End-to-end scene text spottingTotal-Textcomputer visionnlp80Apr 23, 2026
Text ClassificationSST-2nlp80Jun 4, 2026
Sentiment ClassificationSST-2 64 instances (test)nlp80Feb 26, 2026
Adversarial AttackImageNet 21k (val)adversarial safety securitycomputer vision80Feb 26, 2026
Unconditional Image GenerationFFHQ 256x256image generation editing80May 12, 2026
Image ClassificationImageNet-1K 1.0 (val)computer vision80Feb 26, 2026
Time Series ClassificationHandwritingtabular time series80Jun 4, 2026
Open-Domain Question AnsweringTriviaQA (test)nlpretrieval search rag80Feb 26, 2026
Weakly-Supervised Object LocalizationCUB (test)computer vision80Feb 26, 2026
Natural Language InferenceMNLInlp80Jun 8, 2026
Video Person Re-IDiLIDS-VIDcomputer visionVideo Person Re-ID on iLIDS-VID performance trend80Feb 26, 2026
Node ClassificationACM-3graph80Feb 26, 2026
ClassificationDiabetescomputer visionnlp+380May 20, 2026
Story completionStoryClozenlpStory completion on StoryCloze performance trend80May 4, 2026
Dependency ParsingPenn Treebank (PTB) (test)nlpDependency Parsing on Penn Treebank (PTB) (test) performance trend80Feb 26, 2026
Object LocalizationImageNet-1k (val)computer vision80Feb 26, 2026
Named Entity RecognitionBC5CDR (test)nlp80Feb 26, 2026
Multi-view 3D ReconstructionShapeNet r2n2 13 categories (test)3d vision geometry80Feb 26, 2026
Person Re-identificationMarket-1501 (train)computer vision80Feb 26, 2026
Gait RecognitionCASIA-B NM (Normal) (NM#5-6 probe)computer vision80May 15, 2026
Image ClassificationCIFAR10 (test)computer vision80Feb 26, 2026
Crowd CountingWorldExpo'10 (test)computer visionCrowd Counting on WorldExpo'10 (test) performance trend80Feb 26, 2026
Temporal Action DetectionActivityNet 1.3 (test)computer visionTemporal Action Detection on ActivityNet 1.3 (test) performance trend80Feb 27, 2026
3D Object ReconstructionShapeNet (test)3d vision geometry80Feb 26, 2026