Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 119 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | KITTI SynLiDAR to KITTI, all classes (val) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | YUTO | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes-3D (val) | 3 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticPOSS (POSS-4^0) | 3 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | KITTI-360 (test) | 3 | Feb 26, 2026 | ||
| Map-view Semantic Segmentation | nuScenes Setting 2 (val) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k Full (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k Full ZS3 | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | BDDS 65 (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ShapeNet chairs | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ShapeNet cars | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | IDD to Cityscapes and Mapillary (test) | 3 | Feb 26, 2026 | ||
| Video Semantic Segmentation | CaDIS | 3 | Feb 26, 2026 | ||
| Semantic segmentation | Mapillary Vistas 65 categories (val) | 3 | Feb 26, 2026 | ||
| Bird's-eye view semantic segmentation | NuScenes Setting 3 v1.0 (test) | 3 | Feb 26, 2026 | ||
| Bird's-eye view semantic segmentation | NuScenes Setting 2 v1.0 (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 100 labels (val) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL Context 1/4 labels | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL Context 1/8 labels | 3 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | ADE20k 100-5 (11 tasks) (val) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | M&Ms (Underrepresented Vendor) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | M&Ms (Underrepresented Class) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ACDC (Balanced) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | Virtual KITTI → KITTI 10 classes (test) | 3 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet (train) | 3 | Feb 26, 2026 |