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Benchmarks

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

309,131 benchmarksPage 1676 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR-10 90% noise (test)computer vision20Feb 26, 2026
Image ClassificationCIFAR-10 50% noise (test)computer vision20Feb 26, 2026
Image ClassificationCIFAR-10 20% noise (test)computer vision20Mar 4, 2026
Negation DetectionClinical Notesnlp20May 15, 2026
Audio-visual event recognitionAVE (test)speech audiocomputer vision+120Jun 11, 2026
Entity AlignmentDWYDBP-YG 100K (test)graph20Feb 26, 2026
Entity AlignmentDWYDBP-WD 100K (test)graph20Feb 26, 2026
Unsupervised Image ClusteringCIFAR-20computer vision20Feb 26, 2026
Camera LocalizationCambridge Landmarks outdoor3d vision geometry20Feb 26, 2026
Class Incremental LearningCIFAR100 10 steps B0 (test)computer visiontabular time series20Jul 3, 2026
Visual Object TrackingOTB Langcomputer vision20Feb 26, 2026
Poisson DenoisingSET14computer vision20Feb 26, 2026
Poisson DenoisingBSD300computer vision20Feb 26, 2026
Super-ResolutionDIV2K 1 (test)computer vision20Feb 26, 2026
Image CaptioningFlickr30K Entities (test)multimodalcomputer vision+120Feb 26, 2026
License Plate RecognitionOpenALPR-EUcomputer vision20Feb 26, 2026
aspect sentiment triplet extractionRes 15nlp20Feb 26, 2026
Object DetectionPhysical World (test)computer vision20Feb 26, 2026
ClassificationPhysical worldcomputer visionnlp+320Feb 26, 2026
Object DetectionDigital World Vehicle Detection Dataset (test)computer vision20Feb 26, 2026
Vehicle ClassificationDigital World Vehicle Simulation Dataset 1.0 (test)computer vision20Feb 26, 2026
Image GenerationFFHQ 256x256 (train)image generation editing20Feb 26, 2026
Class-Incremental LearningImageNet-100computer visiontabular time series20Feb 26, 2026
Entity DisambiguationACE 2004 (test)nlp20Feb 26, 2026
Entity DisambiguationAQUAINT (AQ) (test)nlp20Feb 26, 2026