Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 84 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | PASCAL VOC original high-quality 2012 (1/16) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | C-Driving, Cityscapes, KITTI, WildDash Open (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA (Source) to C-Driving (Target) Open Domains (C-Driving, Cityscapes, KITTI, WildDash) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | MTLCC (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | PASTIS official 5-Fold (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC PAS-20 (test) | 7 | Feb 26, 2026 | ||
| Video Semantic Segmentation | VIP-Seg (val) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal Context 2014 | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | ACG | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | ACDC Rain (test) | 7 | Apr 3, 2026 | ||
| Semantic Segmentation | ACDC Night (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | GAMUS supervised | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | URUR (test) | 7 | Feb 27, 2026 | ||
| Semantic Segmentation | Pascal-VOC 2012 (overlapped 4-4) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | FSS-1000 (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI (val) | 7 | Feb 26, 2026 | ||
| 3D point cloud semantic segmentation | ScribbleKITTI 5%-labeled (val) | 7 | Feb 26, 2026 | ||
| 3D point cloud semantic segmentation | SemanticKITTI 5%-labeled (val) | 7 | Feb 26, 2026 | ||
| 3D Point Cloud Semantic Segmentation | SemanticSTF SynLiDAR (val) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | nuScenes (32 ch.) to SemanticKITTI (64 ch.) (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI (64 ch.) to nuScenes (32 ch.) (test) | 7 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | nuScenes (N-0103) | 7 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet B15 N4 v2 | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 (trainval) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | FoggyCityscapes + RainCityscapes | 7 | Feb 26, 2026 |