Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 95 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Pascal VOC Image Tags 2012 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Street View Dataset (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | PartNet fine-grained (Level-3) (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticPOSS | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Oxford RobotCar cross-city (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | CITYSCAPES 1/4 labeled samples 744 labels (val) | 6 | Feb 26, 2026 | ||
| Part Semantic Segmentation | Pascal-Part 108 (test) | 6 | Feb 26, 2026 | ||
| Part Semantic Segmentation | Pascal-Part-58 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI (Sequence 08) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 scenario | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-50 scenario | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Brain Tumor | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Nuclei | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Cell | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | EM | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | CamVid 14 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Semantic3D reduced-8 challenge (Fold 5) | 6 | Feb 26, 2026 | ||
| Video Semantic Segmentation | CamVid (test) | 6 | Feb 26, 2026 | ||
| Semantic Labelling | Pascal VOC 2012 + COCO (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | NYUDepth 13-Class v2 | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet scenes (val) | 6 | Feb 26, 2026 | ||
| Multimodal Semantic Segmentation | DeLiVER | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI-360 39 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes to ACDC (Snow) | 5 | Jul 9, 2026 | ||
| 3D Semantic Segmentation | ScanNet++ 100-class benchmark 51 | 5 | Jul 7, 2026 |