Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 47 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | MFNet 5 (test) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | Five-Billion-Pixels (test) | 13 | Feb 26, 2026 | ||
| Open-Vocabulary 3D Semantic Segmentation | ScanNet 14 (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | mnsc | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | cnsp | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | Mapillary (Map) 19 class (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD100K 19 class (val) | 13 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet20 (val) | 13 | Jul 2, 2026 | ||
| Semantic Segmentation | UAVid | 13 | Jul 1, 2026 | ||
| Semantic Segmentation | ADE20K 38 (val) | 13 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticPOSS nuScenes source 6 classes (val) | 13 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticPOSS SemanticKITTI source target 13 classes (val) | 13 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticKITTI source target 19 classes (val) | 13 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticKITTI nuScenes source 10 classes (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | ClinicDB (test) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | BKAI (test) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO 5K images (val) | 13 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | LERF (test) | 13 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet20 v2 (val) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | MFNet RGB-T 2017 (test) | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 732 labels | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 183 labels | 13 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 92 labels | 13 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | ADE20K 100-10 overlapped setting v2 (val) | 13 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | PASCAL VOC (test) | 13 | Feb 26, 2026 |