Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 102 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | DAVIS (test) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD100K to CityScapes (test) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff partial classes | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL Context 59 (partial classes) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 20 partial classes | 5 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | PASCAL VOC | 5 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | PASCAL VOC (train val) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet-20 | 5 | Feb 26, 2026 | ||
| Future Semantic Segmentation | nuScenes (val) | 5 | Feb 26, 2026 | ||
| Video Semantic Segmentation | VSPW old codalab (test) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | Oxford RobotCar | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | Taskonomy RGB input (test) | 5 | Feb 26, 2026 | ||
| Top-view semantic segmentation | KITTI Odometry | 5 | Feb 26, 2026 | ||
| Top-view semantic segmentation | KITTI Raw | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL-Context | 5 | Feb 26, 2026 | ||
| Few-Shot Semantic Segmentation | COCO 5-way 1-shot 20 (folds 0-3) | 5 | Feb 26, 2026 | ||
| Few-Shot Semantic Segmentation | COCO 2-way 1-shot 20 (folds 0-3) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | PartNet-Reasoning (test) | 5 | Feb 26, 2026 | ||
| Nuclei Semantic Segmentation | KIRC Source: TCIA (test) | 5 | Feb 26, 2026 | ||
| Nuclei Semantic Segmentation | KIRC TNBC (test) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI-STEP (val) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff10K (val) | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | Hypersim | 5 | Feb 26, 2026 | ||
| Semantic Segmentation | Efficiency Analysis | 5 | Feb 26, 2026 |