Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 123 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | ADE20K | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | nuScenes to KITTI, 10 classes (val) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI Synth4D to KITTI, 7 classes (val) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | SUNRGB-D | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | NYU v2 | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | EVA-2 17 | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | LivoxSimu | 2 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | PASCAL VOC (val) | 2 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticPOSS (POSS-3^3) | 2 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticPOSS (POSS-3^2) | 2 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticPOSS (POSS-3^1) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS ScanNet B15 N4 partition (test) | 2 | Feb 27, 2026 | ||
| Semantic Segmentation | S3DIS ScanNet B19/N0 partition (test) | 2 | Feb 27, 2026 | ||
| Video Semantic Segmentation | VSPW new codalab (test) | 2 | Feb 26, 2026 | ||
| Vehicle Semantic Segmentation | nuScenes visibility > 0% v1.0-trainval (val) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD100K disjoint-balance setting (test) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 150 classes | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | CVC-Clinic-DB (test) | 2 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI hidden (test) | 2 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet sub-cloud v2 (val) | 2 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | ImageNet-S (test) | 2 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | ImageNet-S (val) | 2 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | ImageNet-S300 (test) | 2 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | ImageNet S300 (val) | 2 | Feb 26, 2026 |