Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 39 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| LiDAR Semantic Segmentation | SemanticSTF (val) | 16 | Mar 20, 2026 | ||
| 3D Semantic Segmentation | SynLiDAR to SemanticSTF (val) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Replica | 16 | Mar 31, 2026 | ||
| Semantic Segmentation | PASCAL VOC 20b | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | A-150 (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO closed-vocabulary | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC PAS-20 (val) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | CHAOS | 16 | Jun 4, 2026 | ||
| LiDAR Semantic Segmentation | SemanticKITTI (10%) | 16 | May 19, 2026 | ||
| LiDAR Semantic Segmentation | SemanticKITTI (1%) | 16 | May 19, 2026 | ||
| Semantic Segmentation | Mapillary Vistas (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Taskonomy (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 1/20 2012 (val) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | MF (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Foggy Zurich (FZ) v2 (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | ACDC online continual (test) | 16 | Feb 26, 2026 | ||
| Few-shot Semantic Segmentation | PASCAL-5^i 61 (test) | 16 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | Pascal-VOC 15-1 (6 tasks) 2012 | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | PartNet (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | CamVid VGG16-encoder (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | BDDS | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | PartNet 1.0 (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL Person-Part (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 11 (val) | 16 | Feb 26, 2026 |