Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 53 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | UAVid 8 semantic classes (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | SEG-4 | 11 | Jul 3, 2026 | ||
| Semantic Segmentation | SEG-3 | 11 | Jul 3, 2026 | ||
| Semantic Segmentation | SEG-2 | 11 | Jul 3, 2026 | ||
| Semantic Segmentation | SEG-1 | 11 | Jul 3, 2026 | ||
| 3D Semantic Segmentation | ScanNet40 (val) | 11 | Jul 2, 2026 | ||
| Weakly Supervised Semantic Segmentation | BCSS-WSSS | 11 | Jun 25, 2026 | ||
| Scene Sketch Semantic Segmentation | FrISS | 11 | Jun 11, 2026 | ||
| Scene Sketch Semantic Segmentation | SFSD | 11 | Jun 11, 2026 | ||
| Incremental Semantic Segmentation | Pascal VOC 10-5 | 11 | Jun 4, 2026 | ||
| Incremental Semantic Segmentation | Pascal VOC 10-2 | 11 | Jun 4, 2026 | ||
| Semantic Segmentation | Cityscapes-C Robustness benchmark (test) | 11 | Jun 2, 2026 | ||
| Semantic Segmentation | GTA5 to Cityscapes Sim-to-Real Transfer (Source Target Delta) | 11 | Jun 2, 2026 | ||
| Semantic Segmentation | CVC-ColonDB | 11 | Jun 2, 2026 | ||
| Semantic Segmentation | CVC-ClinicDB | 11 | Jun 2, 2026 | ||
| Open-vocabulary semantic segmentation | Pascal Context 459 | 11 | May 26, 2026 | ||
| Semantic Segmentation | ADE20K (1 64) | 11 | Jul 7, 2026 | ||
| Semantic Segmentation | UrbanLF 1.0 (test) | 11 | May 22, 2026 | ||
| Semantic Segmentation | SpectralEarth Benchmarks Aggregate | 11 | May 21, 2026 | ||
| Semantic Segmentation | OxHyperMinerals | 11 | May 21, 2026 | ||
| Semantic Segmentation | GF-5 Wuhan | 11 | May 21, 2026 | ||
| Semantic Segmentation | EO-1 Hyperion CDL | 11 | May 21, 2026 | ||
| Semantic Segmentation | DESIS-CDL | 11 | May 21, 2026 | ||
| Semantic Segmentation | EnMAP TreeMap | 11 | May 21, 2026 | ||
| Semantic Segmentation | EnMAP NLCD | 11 | May 21, 2026 |