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Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 2055 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Abdominal Organ SegmentationBTCV (val)computer vision17Mar 4, 2026
Open-Vocabulary 3D Scene SegmentationLeRF-mask3d vision geometrycomputer vision17Feb 26, 2026
Video GenerationVBench CogVideoX v1.5video generation editing17Jun 5, 2026
Image ClassificationImageNet & Variantscomputer vision17Mar 5, 2026
Image ColorizationImageNet-1K (test)computer vision17Apr 7, 2026
TrackingMolmo2 Trackcomputer vision17Feb 26, 2026
Image SegmentationCarvanacomputer vision17Apr 1, 2026
Object DetectionHRSSD (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR80N-O Asym-40% (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR80N-O Sym-80% (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR80N-O Sym-50% (test)computer vision17Feb 26, 2026
Image ClassificationCIFAR80N-O Sym-20% (test)computer vision17Feb 26, 2026
Face HallucinationCelebAcomputer vision17Feb 26, 2026
Causal Spatial ReasoningCausalSpatialcomputer visionnlp17Feb 26, 2026
Causal Spatial ReasoningCausalSpatial Level 2computer visionnlp17Feb 26, 2026
Causal Spatial ReasoningCausalSpatial Level 1computer visionnlp17Feb 26, 2026
Pulse Rate EstimationMMPD Intra-datasetcomputer visionbio medical17Jun 11, 2026
Depression DetectionDAIC-WOZbio medicalnlp17Feb 26, 2026
RGB-T TrackingRGBT234 17 (test)computer vision17Feb 26, 2026
Semantic SegmentationDataset described in Section 4.5 100% 1.0 (train)computer vision17Feb 26, 2026
Semantic Segmentation50% (train)computer vision17Feb 26, 2026
Semantic SegmentationDataset 25% train data (test)computer vision17Feb 26, 2026
Semantic SegmentationDataset original (test)computer vision17Feb 26, 2026
Semantic SegmentationCSDD (50% train)computer vision17Feb 26, 2026
Semantic SegmentationCSDD without data preprocessing original (test)computer vision17Feb 26, 2026