Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 34 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Pangaea Extended (50% train) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Mexilhão (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Mexilhão (train) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | PANGAEA (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | PC60 | 18 | Apr 15, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 18 | Feb 26, 2026 | ||
| Outdoor Semantic Segmentation | Waymo (val) | 18 | Apr 14, 2026 | ||
| Semantic Segmentation | Replica (novel views) | 18 | Jun 9, 2026 | ||
| Semantic Segmentation | EndoVis 17 | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal Context PC-59 (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | UDS merged (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | MSeg (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC20 without background class | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD (test) | 18 | Mar 31, 2026 | ||
| Semantic Segmentation | MFNet 1.0 (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/4 subset (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford2D3D Pinhole (fold-1) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | CamVid 12 classes (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | CamVid 12 classes (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC 1/16 labeled train 2012 (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC 1/8 labeled 2012 (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC 1/4 labeled 2012 (val) | 18 | Feb 26, 2026 | ||
| Photo to label translation | Cityscapes | 18 | Feb 26, 2026 |