Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 60 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 3D Semantic Segmentation | S3DIS 12 classes (excluding clutter) (6-fold cross validation) | 10 | Feb 26, 2026 | ||
| Open-vocabulary Semantic Segmentation | VOC21 with background category | 10 | Feb 26, 2026 | ||
| Indoor semantic segmentation | S3DIS Area 5 (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | CityScapes | 10 | May 20, 2026 | ||
| Semantic Segmentation | nuScenes-C v1.0 (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Potsdam and Vaihingen ISPRS 2D Semantic Labeling (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cloud (test) | 10 | Feb 26, 2026 | ||
| Semantic segmentation | Grass | 10 | Feb 26, 2026 | ||
| Zero-shot Semantic Segmentation | PASCAL VOC 2012 | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1.0 (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | ISIC 2018 | 10 | Feb 26, 2026 | ||
| Few-shot Semantic Segmentation | LVIS 92i | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 9 (test) | 10 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | SemanticSTF (val) | 10 | May 14, 2026 | ||
| Semantic Segmentation | Pascal VOC 11 steps overlapped 10-1 (test) | 10 | Feb 26, 2026 | ||
| Unsupervised Open-vocabulary Semantic Segmentation | Cityscapes (val) | 10 | Feb 26, 2026 | ||
| Unsupervised Open-vocabulary Semantic Segmentation | COCO Stuff (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | WildDash 1 | 10 | Feb 26, 2026 | ||
| 4D semantic segmentation | SemanticKITTI (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 x8 (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 x4 (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | GTAV (source) → BDD100k, Cityscapes, Mapillary, Synthia (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | ImageNet-S50 with background class (val) | 10 | Feb 26, 2026 | ||
| Panoramic Semantic Segmentation | Cityscapes-to-DensePASS (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Dyna.-Pla. (test) | 10 | Feb 26, 2026 |