Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 92 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Open-vocabulary semantic segmentation | MUSES (clear day) | 6 | Feb 26, 2026 | ||
| Open-vocabulary semantic segmentation | ACDC (night) | 6 | Feb 26, 2026 | ||
| Open-vocabulary semantic segmentation | ACDC fog | 6 | Feb 26, 2026 | ||
| Open-vocabulary semantic segmentation | ACDC snow | 6 | Feb 26, 2026 | ||
| Open-vocabulary semantic segmentation | ACDC rain | 6 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet200 (B150 N50) | 6 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet200 B170/N30 | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | MSD Lung | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | MSD Brain | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | MSD Heart | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Oxford Pet small mask version - PET_S | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Oxford Pet full mask PET_F | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ISIC Local (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Polypgen Local (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Mug19 variant | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | ZJU-RGB-P (test) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Average (BDD, MV, ACDC, DZ) (val) | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford2D3D Panoramic SPan8 | 6 | Feb 26, 2026 | ||
| Semantic Segmentation | DensePASS DP13 | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | nuScenes C | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | DAPS-3D Full labels | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | DAPS-3D Half labels | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SynLiDAR 10% label ratio | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SynLiDAR 1% label ratio | 6 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticSTF Full labels | 6 | Feb 26, 2026 |