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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 205 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationCIFAR-LT-100 (test)computer vision74Feb 26, 2026
3D Human Pose and Shape Estimation3DPW3d vision geometrycomputer vision74Apr 28, 2026
CountingCARPKcomputer visionCounting on CARPK performance trend74Jul 3, 2026
Video CaptioningVATEX (test)multimodal74Jul 9, 2026
Image RetrievalRevisited Paris (RPar) + R1M (Medium)retrieval search ragcomputer vision74Feb 26, 2026
Robustness to CorruptionsImageNet-C (test)computer visionRobustness to Corruptions on ImageNet-C (test) performance trend74Mar 18, 2026
Out-of-Distribution DetectionImageNet-Ocomputer visiontabular time series74Feb 26, 2026
Action RecognitionPKU-MMD Part Icomputer vision74Mar 11, 2026
Anomaly SegmentationFishyscapes Lost & Found (val)computer visionbio medical74Mar 5, 2026
Offline Reinforcement LearningD4RL antmaze-umaze (diverse)robotics embodied aiOffline Reinforcement Learning on D4RL antmaze-umaze (diverse) performance trend74May 29, 2026
Domain AdaptationOffice31 (test)computer visionnlp+174Feb 26, 2026
Salient Object DetectionDUTScomputer vision74Jul 1, 2026
OOD DetectionCIFAR-10 IND LSUN C OODcomputer visiontabular time series74Jul 8, 2026
Face forgery detectionDFDCcomputer vision74May 29, 2026
Image DenoisingSet5computer vision74May 14, 2026
Action RecognitionKinetics 700computer vision74Mar 17, 2026
Image GenerationImageNet 256x256 (train val)image generation editing74Jun 30, 2026
Visual Question AnsweringGQA (test-std)multimodalcomputer vision+1Visual Question Answering on GQA (test-std) performance trend74May 7, 2026
Natural Language UnderstandingSuperGLUE (test)nlp74May 21, 2026
Video-to-Text RetrievalMSR-VTT (1k-A)multimodalVideo-to-Text Retrieval on MSR-VTT (1k-A) performance trend74Feb 27, 2026
Image ClassificationDogs vs. Cats (test)computer vision74May 27, 2026
Monocular depth estimationCityscapes3d vision geometrycomputer visionMonocular Depth Estimation on Cityscapes performance trend74May 27, 2026
3D ReconstructionShapeNet (test)3d vision geometry74Feb 26, 2026
Image GeolocalizationYFCC4kcomputer vision74Jul 7, 2026
Semantic SegmentationCityscapes v1 (test)computer vision74Feb 26, 2026