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Benchmarks

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

309,131 benchmarksPage 1771 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Targeted Adversarial AttackMNISTadversarial safety securitycomputer vision19Feb 26, 2026
Fine-grained Image ClassificationCUB 5-waycomputer vision19Feb 26, 2026
Depth Estimation7-Scenes (test)3d vision geometry19Feb 26, 2026
Case Marker ExtractionSilver Standardnlp19Feb 26, 2026
Semantic SegmentationCityscapes 1/2 partition protocol (val)computer vision19Feb 26, 2026
HOI DetectionHICO-DET Unseen Combinationcomputer vision19Feb 27, 2026
6D Pose EstimationOcclusion dataset BOP challenge (test)3d vision geometry19Feb 26, 2026
Text-to-Image SynthesisCelebA-HQ (test)image generation editing19Feb 26, 2026
Visual GroundingReferCOCOg UMD (test-u)multimodalcomputer vision19Feb 26, 2026
Visual GroundingReferCOCO v1 (val)multimodalcomputer vision19Feb 26, 2026
Action RecognitionPA-HMDBcomputer vision19Mar 30, 2026
Stereo MatchingMiddlebury quarter resolution (test)3d vision geometrycomputer vision19Feb 26, 2026
Semantic SegmentationDADA-seg 1.0 (test)computer vision19Feb 26, 2026
Action ClassificationKinetics 400 2017 (test)computer vision19Feb 26, 2026
Semantic SegmentationDensePASS (val)computer vision19Feb 26, 2026
Portrait MattingPPM-100 (test)computer vision19Feb 26, 2026
Image ClassificationC-MNIST (test)computer vision19Jun 4, 2026
Image ClassificationImageSquawk 128x128 (val)computer vision19May 14, 2026
Image ClassificationImageMeow 128x128 (val)computer vision19May 14, 2026
Object DetectionMS-COCO Standard 10% 2017 (val)computer vision19Feb 26, 2026
Sarcasm explanation generationWITS (test)nlp19Feb 26, 2026
Unpaired Image-to-Image TranslationZebra -> Horse CycleGAN (test)image generation editingcomputer vision19Feb 26, 2026
Unpaired Image-to-Image TranslationCycleGAN Horse -> Zebra (test)image generation editingcomputer vision19Feb 26, 2026
Table Question AnsweringWIKISQL WEAK (dev)nlpretrieval search rag19Feb 26, 2026
Landmark DetectionHead X-ray dataset (test)computer vision19Feb 26, 2026