Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 68 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Unsupervised Semantic Segmentation | Pascal-VOC | 9 | Apr 2, 2026 | ||
| Map-view Semantic Segmentation | Argoverse (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1 20 subset (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/50 (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 1/50 2012 (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | KiTS 2019 (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 53 (test) | 9 | Feb 26, 2026 | ||
| Zero-shot Semantic Segmentation | Pascal-VOC (unseen-4) | 9 | Feb 26, 2026 | ||
| Hierarchical Semantic Segmentation | Mapillary Vistas 2.0 (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | L2ID (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | L2ID (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 7 classes setting (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | SegTHOR (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 50-50 scenario disjoint (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 scenario disjoint (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-50 scenario disjoint (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Freiburg Forest (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | SUN RGB-D (val) | 9 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | Cityscapes 14-1 6 tasks | 9 | May 27, 2026 | ||
| Point Cloud Semantic Segmentation | Semantic-KITTI (test) | 9 | Apr 14, 2026 | ||
| Point Cloud Semantic Segmentation | S3DIS (test) | 9 | Apr 7, 2026 | ||
| Semantic Segmentation | FoodSeg103 1.0 (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Maron original meshes (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Cross-City Taipei | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Cross-City Rome | 9 | Feb 26, 2026 |