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Research

Benchmarks

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

309,131 benchmarksPage 1766 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
RegressionELEVATORS (test)tabular time series19Feb 26, 2026
Novel View SynthesisSynthetic dynamic scenes3d vision geometry19Feb 26, 2026
Urban LocalizationRobotCar Seasons v2robotics embodied aicomputer vision+119Feb 26, 2026
Visual Place RecognitionMSLS (test)computer vision19Feb 26, 2026
Object DiscoveryCOCO 20k 2014 (train val)computer vision19Feb 26, 2026
Object DiscoveryPASCAL VOC 12 (trainval)computer vision19Feb 26, 2026
Video PredictionUCF-101 (test)video generation editing19Apr 28, 2026
3D Object DetectionWaymo to nuScenes (val)3d vision geometrycomputer vision19Feb 26, 2026
3D Semantic SegmentationScanNet3d vision geometry19Apr 8, 2026
Pedestrian Path PredictionZARA1 (test)computer visionrobotics embodied ai19May 19, 2026
Pedestrian Path PredictionUNIV (test)computer visionrobotics embodied ai19May 19, 2026
Robot Pose EstimationDREAM-real Panda 3CAM-AKrobotics embodied ai3d vision geometry19Apr 16, 2026
Sign Language RecognitionCSL-Daily (test)computer visionspeech audio19Feb 26, 2026
Emotion RecognitionCMU-MOSEIspeech audiocomputer vision+119Feb 26, 2026
Video CompressionHEVC RGBvideo generation editing19Feb 26, 2026
Scene Graph Classification (SGCls)Visual Genomecomputer visiongraph19Feb 26, 2026
Generalized Few-Shot Object DetectionMS-COCO 10-shot (test)computer vision19Feb 26, 2026
Few-shot classificationISICcomputer visionnlp+119Feb 26, 2026
Relation ExtractionTACRED-Revisit (test)nlp19Feb 26, 2026
Zero-shot Image ClassificationImageNet-Sketch (test)computer vision19Feb 26, 2026
Zero-shot Image ClassificationImageNet-A (test)computer vision19Feb 26, 2026
Zero-shot Image ClassificationImageNet V2 (test)computer vision19Feb 26, 2026
Attribute DetectionOVAD zero-shot cross-dataset transfercomputer vision19Feb 26, 2026
One-shot Skeleton-based Action RecognitionNTU-120 SOAR One-shot protocolcomputer vision19Feb 26, 2026
Instance SegmentationADE20Kcomputer vision19Mar 5, 2026