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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 962 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Multi-contrast MRI ReconstructionBraTSbio medicalcomputer vision28Feb 26, 2026
Reasoning SegmentationEarthReason (test)computer vision28Jun 11, 2026
Multi-focus Image FusionRealMFFcomputer vision28Jun 9, 2026
SegmentationBraTS 2021computer vision28May 13, 2026
Relative Pose and Focal Length EstimationSmartphone Dataset3d vision geometry28Feb 26, 2026
Camouflaged Image SynthesisLAKE-RED Camouflaged Objectsimage generation editing28Feb 26, 2026
Search-oriented Visual Question AnsweringSearch-oriented Benchmarks 1.0 (test val)multimodalretrieval search rag+128Feb 26, 2026
Outlier removalSUN3D Known Scenetabular time series28Feb 26, 2026
Outlier removalYFCC100M Known Scenetabular time series28Feb 26, 2026
Deep ClusteringFashion-MNIST (test)tabular time series28Feb 26, 2026
Video EditingOpenVE-Bench (test)video generation editing28May 25, 2026
End-to-End DrivingWaymo E2E Driving Challenge (Leaderboard)robotics embodied ai28Jun 1, 2026
Hyperspectral Image ClassificationHouston 2013 (test)computer vision28May 15, 2026
Medical Image SegmentationPancreas-CT (10% labeled data (6 samples))bio medicalcomputer vision28May 26, 2026
Image RescalingSet14 (val)computer vision28Feb 26, 2026
Image RescalingSet5 (val)computer vision28Feb 26, 2026
Reading Order DetectionOmniDocBench ZH v1.0computer visionnlp28Feb 26, 2026
Reading Order DetectionOmniDocBench EN v1.0computer visionnlp28Feb 26, 2026
Chest X-ray Report GenerationIU Chest X-rays (test)bio medicalcomputer vision+128Feb 27, 2026
STEM / Multimodal ReasoningMathVistamultimodalnlp+128Mar 12, 2026
Long-horizon reasoning for robotic manipulationRoboVQArobotics embodied aillm chat instruction28Apr 24, 2026
Zero-shot Image ClassificationDataCompcomputer vision28Feb 26, 2026
Visual Question AnsweringHD-EPICmultimodalcomputer vision+128Jun 25, 2026
Object DetectionCityscapes + KITTI S+Tcomputer vision28Feb 26, 2026
Object DetectionNWPU VHR (10-Split)computer vision28Apr 23, 2026