Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 38 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Potsdam&Vaihingen Cross Spectral Band | 16 | Mar 17, 2026 | ||
| Semantic Segmentation | LoveDA Cross-Style | 16 | Mar 17, 2026 | ||
| Semantic Segmentation | FLAIR Cross-Regional | 16 | Mar 17, 2026 | ||
| Semantic Segmentation | Five-Billion-Pixels (Cross-Regional) | 16 | Mar 17, 2026 | ||
| Semantic Segmentation | Five-Billion-Pixels Cross-sensor | 16 | Mar 17, 2026 | ||
| LiDAR Semantic Segmentation | SemanticSTF ([C]) | 16 | Mar 4, 2026 | ||
| Semantic Segmentation | Dv-58 Synthetic-to-Real (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Dv-19 Synthetic-to-Real (test) | 16 | Feb 26, 2026 | ||
| 2D semantic segmentation | nuImages (full) | 16 | Feb 26, 2026 | ||
| 2D semantic segmentation | nuScenes (night) | 16 | Feb 26, 2026 | ||
| 2D semantic segmentation | nuScenes day-rain | 16 | Feb 26, 2026 | ||
| 2D semantic segmentation | nuScenes day-clear | 16 | Feb 26, 2026 | ||
| 2D semantic segmentation | nuScenes (full) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | TROSD | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | Taskonomy tiny (test) | 16 | Feb 27, 2026 | ||
| Open-vocabulary Semantic Segmentation | ScanNet v2 (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | GID-15 | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | LQDS (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | LQDS (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | URUR | 16 | Feb 26, 2026 | ||
| Temporal Semantic Segmentation | PASTIS R (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 V21 (val) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | relabeled PASCAL VOC 2012 (test) | 16 | Feb 26, 2026 | ||
| Semantic Segmentation | 8 Dataset Aggregate (VOC, Context, Object, VOC20, Context59, Stuff, City, ADE) | 16 | Feb 26, 2026 |