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Benchmarks

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

309,131 benchmarksPage 1024 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
New Intent DiscoveryStackOverflownlp27Jun 2, 2026
Image ClassificationImageNet 16 (test)computer vision27Feb 26, 2026
Backdoor AttackSVHNadversarial safety security27Jun 1, 2026
Semantic SegmentationADE20K 164K (val)computer vision27Feb 26, 2026
Lightweight Image Super-ResolutionUrban100computer vision27Feb 26, 2026
Lightweight Image Super-ResolutionB100computer vision27Feb 26, 2026
Object Hallucination MitigationMSCOCO 2014 (val)computer vision27Feb 26, 2026
Texture ClassificationDTDcomputer vision27May 8, 2026
Semantic SegmentationScanNet (novel views)computer vision27Jun 9, 2026
Training Data Provenance VerificationCIFAR10computer vision27Feb 26, 2026
Gaussian color image denoisingMcMastercomputer vision27Feb 26, 2026
Gaussian color image denoisingUrban100computer vision27Feb 26, 2026
Gaussian color image denoisingKodak24computer vision27Feb 26, 2026
Gaussian color image denoisingCBSD68computer vision27Feb 26, 2026
ClassificationInfarction 10% labelscomputer visionnlp+327Feb 27, 2026
ClassificationInfarction 1% labelscomputer visionnlp+327Feb 27, 2026
ClassificationCAD 10% labelscomputer visionnlp+327Feb 27, 2026
ClassificationCAD 1% labelscomputer visionnlp+327Feb 27, 2026
ClassificationDVM 10% labelscomputer visionnlp+327Feb 27, 2026
ClassificationDVM 1% labelscomputer visionnlp+327Feb 27, 2026
Knowledge EditingZsRE 10,000 factsnlpllm chat instruction27Feb 26, 2026
Knowledge EditingCounterfact 10,000 factsnlpllm chat instruction27Feb 26, 2026
Image DeblurringUHD-Blur (test)computer vision27Mar 4, 2026
Single-Hop Knowledge Graph Question AnsweringSimple Questionsgraphnlp27Jun 2, 2026
Class-Incremental LearningTinyImageNet 10 steps 100 base classes (test)computer visiontabular time series27May 20, 2026