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Benchmarks

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

309,131 benchmarksPage 1976 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationSYNTHIA to Cityscapes 7 classes (val)computer vision18Feb 26, 2026
Person Re-IdentificationCUHK03 Labeled NP (test)computer vision18Feb 26, 2026
Visual Object TrackingTB50 (test)computer vision18Feb 26, 2026
Action RecognitionEGTEA Gaze+computer vision18Feb 27, 2026
Hand Gesture RecognitionDHG 28 gesturescomputer vision18Feb 26, 2026
Hand Gesture RecognitionDHG 14 gesturescomputer vision18Feb 26, 2026
Descriptor matching3DMatch Rotated3d vision geometry18Feb 26, 2026
Sequential RecommendationGoodReads Comicstabular time series18May 11, 2026
Sequential RecommendationGoodReads Childrentabular time series18May 11, 2026
Few-shot classificationminiImageNet 5-way (test)computer visionnlp+118Feb 26, 2026
Abstractive SummarizationHow2 (test)nlp18Feb 26, 2026
3D Object DetectionSUN RGB-D v1 (test)3d vision geometrycomputer vision18Feb 26, 2026
Aspect term-polarity pair extractionTwitter ST (test)nlp18Feb 26, 2026
Multimodal Sentiment AnalysisCMU-MOSEI Unaligned (test)multimodalnlp18Feb 26, 2026
Traffic Speed ForecastingMETR-LA 15 min (test)tabular time series18May 15, 2026
Action RecognitionHMDB-51 (test)computer vision18Feb 26, 2026
Graph ClassificationTox21 MoleculeNet (random train val test)graph18Feb 26, 2026
Machine TranslationNIST Chinese-English MT03-MT06 (test)nlp18Feb 26, 2026
5-way Few-shot Image ClassificationtieredImageNet 1-shot (meta-test)computer vision18Feb 26, 2026
Multi-Object Tracking and SegmentationKITTI MOTS (val)computer vision18Feb 26, 2026
Image ClassificationCIFAR-10 full (test)computer vision18Feb 26, 2026
Visual LocalizationCMU Seasons (suburban)computer vision3d vision geometry18Feb 27, 2026
Action RecognitionJHMDB Mean over 3 splitscomputer vision18Feb 26, 2026
Facial Expression RecognitionSFEW (val)computer vision18Feb 26, 2026
Video Object SegmentationYouTube-Objects (full)computer vision18Feb 26, 2026