Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 93 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| LiDAR Semantic Segmentation | SemanticSTF Half labels | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticPOSS Full labels | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticPOSS Half labels | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | RELLIS-3D 10% label ratio | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | RELLIS-3D 1% label ratio | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Waymo NVS | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (source) to {BDD100K, Mapillary, GTAV, SYNTHIA} (target) (train test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC (732 labeled images) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 183 labeled images | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | 3D CT BCV (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | 2D Polyp Sessile (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | KP day-night 1.0 (evaluation set) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ULS forest point clouds (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | MUAD (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | UECFoodPix Complete | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD-40 (val) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (val) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff 10K | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Skin Lesions 10 (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | RobotCar (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | RobotCar Correspondence (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SUN RGBD 25% (1189) labeled | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SUN RGBD (12.5% (594) labeled) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | SUN RGBD 6.25% (297) labeled | 6 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | PASCAL-10^i (novel) | 6 | Feb 26, 2026 |