Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 67 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Replica synthetic (test) | 9 | Feb 26, 2026 | ||
| One-shot semantic segmentation | COCO-20i (novel) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Foggy Cityscapes (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ImageNet Segmentation 21 (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | WildDash 2 (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | CelebAMask-HQ (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/8 split 1.0 (val) | 9 | Feb 26, 2026 | ||
| RGB-T video semantic segmentation | MVSeg | 9 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScribbleKITTI (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ScribbleKITTI (leaderboard) | 9 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | Pascal VOC 10-1 setting 2012 (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Real-world Target Mean BM mean (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI D (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA D_dev^SYN (dev) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | MFNet (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Sensat Urban | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO 20^2 (val) | 9 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Matterport3D 4 (test) | 9 | Feb 26, 2026 | ||
| Open Vocabulary Semantic Segmentation | ADE20K COCO-trained (val) | 9 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | COCO (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | SensatUrban (test) | 9 | Feb 26, 2026 | ||
| 2-way Few-shot Semantic Segmentation | PASCAL-5^i SBD augmented (cross-validation) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 setting 150 classes (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-50 setting 150 classes (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes source domain (train) | 9 | Feb 26, 2026 |