Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 59 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | MSRS Clean (test) | 10 | Mar 17, 2026 | ||
| 3D Semantic Segmentation | Waymo | 10 | Jun 19, 2026 | ||
| 3D Semantic Segmentation | ScanNet 200 70 classes | 10 | Mar 5, 2026 | ||
| 3D Semantic Segmentation | ScanNet 19 classes | 10 | Mar 5, 2026 | ||
| Semantic Segmentation | ISPRS | 10 | Mar 4, 2026 | ||
| Semantic Segmentation | ISPRS (test) | 10 | Mar 4, 2026 | ||
| Semantic Segmentation | Increasing Storm | 10 | Mar 4, 2026 | ||
| Semantic Segmentation | Optical and Multispectral Segmentation Summary | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | GEO-Bench SA-c | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | BCSS (author split) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | LyNSeC 2 (Random split) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | OCELOT Tissue (Random split) | 10 | Feb 26, 2026 | ||
| Open-Vocabulary Semantic Segmentation | Overall Average 9 datasets | 10 | Apr 10, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PlantSeg | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Geo-Bench | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Germany 32 (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASTIS 11 (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Matterport3D 4 | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASTIS-R (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASTIS-R (val) | 10 | Feb 26, 2026 | ||
| Socio-semantic segmentation | SocioSeg OOD (New Region) | 10 | Feb 26, 2026 | ||
| Socio-semantic Segmentation | SocioSeg (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford2D3D official (Fold 1) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | LandCover dataset | 10 | Feb 26, 2026 |