Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 66 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | PASCAL VOC PAS-20b 20 foreground categories + background (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford2D3D (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | BraTS 2019 (train) | 9 | Feb 26, 2026 | ||
| Real-time Semantic Segmentation | Cityscapes 1.0 (val test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticSTF SemanticKITTI 1.0 (test) | 9 | Feb 26, 2026 | ||
| Class Incremental Semantic Segmentation | ADE20K 100-5 11 steps | 9 | Feb 26, 2026 | ||
| Class Incremental Semantic Segmentation | ADE20K 100-10 (6 steps) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC without background category 2012 | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | EXPo vehicle (Pv) to quadruped (Pq) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | EXPo vehicle to drone 1.0 (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/8 labeled images (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/16 labeled images (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/32 labeled images (val) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Input tensor (1, 3, 256, 256) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal Semantic Segmentation OOD Corrupted (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal Semantic Segmentation ID Clean (test) | 9 | Feb 26, 2026 | ||
| 3D Open-vocabulary Semantic Segmentation | ScanNet Source View | 9 | Apr 14, 2026 | ||
| Semantic Segmentation | PASCAL-C (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD to UAVID (test) | 9 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | A2D2 (test) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | Foggy Driving (FD) | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | CaDISBlur | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA → Cityscapes | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 → Cityscapes | 9 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet real (test) | 9 | Feb 26, 2026 |