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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 304 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
3D Human ReconstructionCAPE-NFP3d vision geometry3D Human Reconstruction on CAPE-NFP performance trend58Feb 26, 2026
Long-term Human Motion PredictionHuman3.6Mcomputer vision58Feb 26, 2026
Image CompressionKodakcomputer visionImage Compression on Kodak performance trend58May 25, 2026
Automatic Speech RecognitionLRS3 (test)speech audio58Mar 19, 2026
Image ClassificationDomainNetcomputer visionImage Classification on DomainNet (Domain Transfer) performance trend58Feb 26, 2026
Image ClassificationImageNet-R 1.0 (val)computer vision58Feb 27, 2026
Speaker IdentificationVoxCeleb1speech audio58Feb 26, 2026
Low-light Image EnhancementDICMcomputer vision58Apr 8, 2026
Low-light Image EnhancementMEFcomputer vision58Apr 8, 2026
Referring Image SegmentationG-Ref Google split (val)computer visionmultimodal58Feb 27, 2026
Sentiment ClassificationCR (test)nlp58Feb 26, 2026
Link PredictionWN18 targetgraph58Feb 26, 2026
3D Single Object TrackingKITTI (test)3d vision geometrycomputer vision3D Single Object Tracking on KITTI (test) performance trend58Apr 16, 2026
Natural Language GenerationE2E NLG Challengenlp58Feb 26, 2026
Action RecognitionToyota Smarthome CScomputer vision58Jun 26, 2026
Incremental LearningImageNet subsetcomputer visiontabular time series58Feb 26, 2026
Face RecognitionCALFWcomputer vision58Jun 1, 2026
Link PredictionWikidata5M (test)graph58Feb 26, 2026
Image HarmonizationiHarmony4 HFlickrimage generation editingcomputer vision58Feb 26, 2026
Oriented Object DetectionDOTA v1.5 (test)computer vision58May 6, 2026
Text-to-Video RetrievalActivityNet Captions (val1)multimodalretrieval search rag58Feb 27, 2026
Few-shot Semantic SegmentationFSS-1000 (test)computer vision58Feb 26, 2026
Trajectory PredictionHotel ETH-UCY (test)robotics embodied aitabular time series58Apr 13, 2026
Response SelectionUbuntu (test)nlp58Feb 26, 2026
Named Entity RecognitionWikiAnn (test)nlp58Feb 26, 2026