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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 917 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
PansharpeningGeoEye-1 PairMax (London+Trenton)computer vision29Feb 26, 2026
Dialogue State TrackingMultiWOZ 2.0 (test)nlp29Mar 11, 2026
Multi-modal dialogue retrievalPhotoChat (test)multimodalretrieval search rag+129Feb 26, 2026
Semantic ParsingGeoQuery compositionalnlp29Feb 27, 2026
Medical Image SegmentationMosMedData+ (test)bio medicalcomputer vision29Feb 26, 2026
Sentiment AnalysisYelp (test)nlp29Feb 26, 2026
No-Reference Image Quality AssessmentCSIQ-IQAcomputer vision29Jun 30, 2026
Semantic SegmentationDigestPath (test)computer vision29Feb 26, 2026
DetoxificationJigsaw (test)nlp29Feb 26, 2026
Object ClassificationScanObjectNN OBJ_ONLY v1.0computer vision29Feb 26, 2026
Object ClassificationScanObjectNN OBJ_BG v1.0computer vision29Feb 26, 2026
Image ClassificationCIFAR-10 (full)computer vision29May 7, 2026
Group Dance GenerationAIOZ-GDANCE 1.0 (test)video generation editing29Feb 26, 2026
Image ClassificationImageNet-1k 1 (val)computer vision29Jun 2, 2026
3D Object DetectionWaymo Open Dataset 0.2 labeled (val)3d vision geometrycomputer vision29Feb 26, 2026
Hand ReconstructionInterHand 2.6M (test)3d vision geometrycomputer vision29Apr 15, 2026
Semantic SegmentationPascal VOC 5-3 protocol 2012 (val)computer vision29Feb 26, 2026
Raw Image ReconstructionNUS dataset Sony SLT-A57computer vision29Feb 26, 2026
Raw Image ReconstructionNUS dataset Olympus E-PL6computer vision29Feb 26, 2026
Raw Image ReconstructionNUS Samsung NX2000computer vision29Feb 26, 2026
Semantic SegmentationCityscapes (val)computer vision29Feb 26, 2026
Point Cloud CompletionShapeNet-ViPC (known categories)3d vision geometry29Jul 7, 2026
ControlDMControlrobotics embodied ai29Feb 26, 2026
Object DetectionMS-COCO (minival)computer vision29Mar 17, 2026
Code GenerationAPPScode developer ai29May 15, 2026