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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 1417 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Video ReconstructionMVSECvideo generation editing22Feb 26, 2026
Vehicle trajectory predictionINTERACTION (val)computer visionrobotics embodied ai+1Vehicle Trajectory Prediction on INTERACTION (val) performance trend22Feb 26, 2026
3D Multi-Person Pose EstimationMuPoTS-3D Matched people3d vision geometrycomputer vision22Feb 26, 2026
Multi-person 3D Human Pose EstimationCMU Panoptic (test)3d vision geometrycomputer visionMulti-person 3D Human Pose Estimation on CMU Panoptic (test) performance trend22Feb 26, 2026
Video CaptioningActivityNet Captions (val)multimodal22Feb 26, 2026
Dense anticipation mean over classes50salads (test)computer vision22Feb 26, 2026
Semantic SegmentationGTA5 → Cityscapes (test/val)computer vision22Feb 26, 2026
Node ClassificationTexas (full-supervised)graph22Feb 26, 2026
Node ClassificationChameleon full-supervisedgraph22Feb 26, 2026
Vision-and-Language NavigationR8R unseen (val)robotics embodied aimultimodal22Feb 26, 2026
Vision-and-Language NavigationR6R unseen (val)robotics embodied aimultimodal22Feb 26, 2026
Commonsense Question AnsweringCommonsenseQA v1.0 (dev)nlp22Feb 26, 2026
RGB-Infrared Cross-Modality Person Re-IdentificationSYSU-MM01 Indoor-Search Single-Shotcomputer vision22Feb 26, 2026
Face AlignmentAFLW Frontalcomputer vision22Feb 26, 2026
Super-ResolutionDIV8K (test)computer vision22Feb 26, 2026
Machine TranslationIWSLT Fr-En 2017 (test)nlp22May 7, 2026
Multiple Object TrackingWILDTRACK (test)computer vision22Jul 2, 2026
Face Anti-SpoofingReplay-Attack CR Protocol (Train on CASIA-MFSD) (test)computer vision22Jun 5, 2026
Image RetrievalMS COCO 5Kretrieval search ragcomputer vision22Feb 26, 2026
Object Pose EstimationLINEMOD (test)computer vision22May 11, 2026
Logical Query AnsweringNELL995graph22Feb 26, 2026
3D Point Cloud ClassificationPointDA-103d vision geometry22Feb 26, 2026
Image ClassificationRESISC-45 (val)computer vision22Mar 4, 2026
Question MatchingBQ Corpus (dev)nlp22Feb 26, 2026
Referring Expression Object SegmentationRefCOCOg UMD (val)computer visionnlp22Apr 23, 2026