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Benchmarks

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

309,131 benchmarksPage 133 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Commonsense ReasoningCommonsense Reasoning Suite BoolQ, PIQA, HellaS, WinoG, ARC-e, ARC-c, OBQAnlp98Jun 23, 2026
Image WatermarkingImageNetimage generation editingcomputer vision98Apr 14, 2026
Exemplar-Free Class-Incremental LearningTinyImageNetcomputer visiontabular time series98Jun 26, 2026
Node ClassificationRoman-empire (test)graph98Jun 4, 2026
Low-Light Image EnhancementLOL real v2computer vision98Jul 7, 2026
Object DetectionODinW-13computer vision98Feb 26, 2026
Face VerificationCA-LFWcomputer vision98Apr 13, 2026
Medical Image SegmentationLAbio medicalcomputer vision98Jul 3, 2026
Graph classificationPeptides-func (test)graph98Jun 26, 2026
Automatic Speech RecognitionLibriSpeech 960h (test-other)speech audio98Jun 11, 2026
5-way Few-shot ClassificationCarscomputer visionnlp+198Jun 5, 2026
Scene Text RecognitionCUTE 288 samples (test)computer visionScene Text Recognition on CUTE 288 samples (test) performance trend98Feb 26, 2026
Selective ClassificationCIFAR-10 (test)computer visiontabular time series98Apr 28, 2026
Few-shot ClassificationminiImageNetcomputer visionnlp+198May 15, 2026
Dialogue State TrackingMultiWOZ 2.2 (test)nlpDialogue State Tracking on MultiWOZ 2.2 (test) performance trend98May 7, 2026
Text ClassificationR52nlp98Jul 8, 2026
Category-level RetrievaliNaturalist 2018computer visionretrieval search rag98Feb 26, 2026
Image ClassificationImageNet Matched Frequency V2computer vision98May 8, 2026
Relation ExtractionDocRED (dev)nlp98Feb 26, 2026
Semantic SegmentationGTA5 to Cityscapes 1.0 (val)computer vision98Feb 26, 2026
Image ClassificationImageNet (10% labels)computer visionImage Classification on ImageNet (10% labels) performance trend98Feb 27, 2026
Image DenoisingSIDD 1 (test)computer vision98May 5, 2026
Video CaptioningYouCook II (val)multimodalVideo Captioning on YouCook II (val) performance trend98Feb 27, 2026
Visual DialogVisDial v1.0 (test-std)multimodalnlp98May 26, 2026
Action RecognitionKineticscomputer visionAction Recognition on Kinetics (1-shot to 5-shot evaluation) performance trend98Mar 19, 2026