Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 29 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Potsdam RGB | 20 | Mar 4, 2026 | ||
| Semantic Segmentation | Cityscapes | 20 | Mar 4, 2026 | ||
| Semantic Segmentation | GTAV | 20 | Mar 4, 2026 | ||
| Semantic Segmentation | PASTIS-HD (val) | 20 | Mar 4, 2026 | ||
| Semantic Segmentation | Five-Billion-Pixels (FBP) (val) | 20 | Mar 4, 2026 | ||
| Semantic Segmentation | DFC 2023 | 20 | Mar 4, 2026 | ||
| Open-vocabulary semantic segmentation | VDD | 20 | Jun 23, 2026 | ||
| Open-vocabulary semantic segmentation | UDD5 | 20 | Jun 23, 2026 | ||
| Open-vocabulary semantic segmentation | UAVid | 20 | Jun 23, 2026 | ||
| Open-vocabulary semantic segmentation | OEM | 20 | Jun 23, 2026 | ||
| Semantic Segmentation | PASCAL-5i | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI 2015 | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | vKITTI 2 | 20 | Feb 26, 2026 | ||
| Open Vocabulary Semantic Segmentation | PASCAL Context 59 | 20 | Jun 16, 2026 | ||
| Semantic Segmentation | Stanford2D3D official (3-fold average) | 20 | Feb 26, 2026 | ||
| Multispectral Semantic Segmentation | Potsdam (evaluation set) | 20 | Feb 26, 2026 | ||
| Indoor Semantic Segmentation | ScanNet++ (val) | 20 | Mar 4, 2026 | ||
| Semantic Segmentation | Cityscapes 1/2 (1488 labels) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD target domain | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | Mapillary target domain | 20 | Feb 26, 2026 | ||
| Video Semantic Segmentation | VSPW 17 (test) | 20 | Feb 26, 2026 | ||
| Open-vocabulary semantic segmentation | ADE20K-847 (test) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | PascalVOC | 20 | Apr 21, 2026 | ||
| Semantic Segmentation | COCO 3697 labels (1/32) | 20 | Feb 26, 2026 |