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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 175 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Motion ControlHumanML3D (test)robotics embodied ai82Jun 5, 2026
Image ClassificationiNaturalist 2021computer vision82Jul 7, 2026
Multivariate Time Series ForecastingPEMS07tabular time series82Jun 11, 2026
Image ClassificationCXR14computer vision82Jun 11, 2026
Visual Question AnsweringMMVPmultimodalcomputer vision+1Visual Question Answering on MMVP performance trend82Jun 1, 2026
Machine UnlearningTOFU (5%)adversarial safety security82Jun 25, 2026
Image ClassificationCIFAR-100 LT (IF=50)computer vision82Jul 8, 2026
Visual Question AnsweringAI2D (test)multimodalcomputer vision+1Visual Question Answering on AI2D (test) performance trend82Jun 2, 2026
Semantic SegmentationNYU v2 (val)computer vision82Jun 11, 2026
Semantic SegmentationPascal Context 459computer visionSemantic Segmentation on Pascal Context 459 performance trend82Mar 20, 2026
Image CaptioningTextCaps (test)multimodalcomputer vision+182Jun 26, 2026
Medical Visual Question AnsweringSLAKE (test)multimodalbio medical82Jun 12, 2026
Object DetectionMS-COCO 2017 (test)computer vision82Feb 26, 2026
Image ClassificationPatchCamelyoncomputer vision82Jun 30, 2026
Image RetrievalRevisited Paris (RPar) + R1M (Hard)retrieval search ragcomputer vision82Feb 26, 2026
Polyp SegmentationKvasir (test)computer visionbio medicalPolyp Segmentation on Kvasir (test) performance trend82Mar 6, 2026
Image DehazingSOTS Outdoor (test)computer visionImage Dehazing on SOTS Outdoor (test) performance trend82Mar 5, 2026
Image ClassificationCIFAR-100 400 labelscomputer vision82Apr 24, 2026
Video Object SegmentationDavis 2017computer vision82Apr 2, 2026
Image ClassificationImageNet-R (val)computer visionImage Classification on ImageNet-R (val) performance trend82Feb 27, 2026
Semantic SegmentationPascal VOC 15-5 setting 2012 (val)computer vision82Feb 26, 2026
Image ClassificationImageNet 1000 images (val)computer vision82Feb 26, 2026
Image ClassificationCelebA (test)computer visionImage Classification on CelebA (test) performance trend82May 28, 2026
OOD DetectionCIFAR-10 IND iSUN OODcomputer visiontabular time series82Mar 4, 2026
Image ClassificationCIFAR-10 (test)computer vision82Jun 2, 2026