Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 109 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | SHIFT Clear → Rainy (gradual environmental transitions) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | SHIFT Clear → Foggy gradual environmental transitions | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | SHIFT Daytime → Night (gradual environmental transitions) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Replica (full) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Real-world car-mounted prototype data Urban area with street lights | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Real-world car-mounted prototype data (Unlit urban area and rural roads) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | MCubeS (test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | DeLiVER night (test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | DeLiVER fog (test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet 20 Classes (test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Real patient wound dataset (73 videos) 1.0 (test) | 4 | Feb 26, 2026 | ||
| Language-grounded 3D semantic segmentation | Synthetic | 4 | Feb 26, 2026 | ||
| Language-grounded 3D semantic segmentation | GraspClutter6D | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | TransNAS-Bench-101 Macro Segmentation | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | TransNAS-Bench-101 Micro Segmentation | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | 20-domain benchmark suite | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | COCONut-L | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | MUSES | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K-C 15 corruptions (test) | 4 | Apr 2, 2026 | ||
| Semantic Segmentation | ADE20K-C level 5 (test) | 4 | Feb 26, 2026 | ||
| semantic segmentation | ADE20K-C level 4 (val) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K-C level 2 corruptions (val) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/4 labeled images (val) | 4 | Feb 26, 2026 | ||
| 3D Open-vocabulary Semantic Segmentation | ScanNet Target View | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ISIC OOD (test) | 4 | Feb 26, 2026 |