Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 112 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Generalized Few-Shot Semantic Segmentation | PASCAL VOC (Fold 3) | 4 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | PASCAL VOC (Fold 2) | 4 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | PASCAL VOC (Fold 1) | 4 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | PASCAL VOC (Fold 0) | 4 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | MS COCO 2014 (cross-validation) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 150 (val) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet 41 | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal-5i | 4 | Feb 26, 2026 | ||
| Vehicle Semantic Segmentation | nuScenes visibility > 40% v1.0-trainval (val) | 4 | Feb 26, 2026 | ||
| 1-way Few-shot Semantic Segmentation | COCO-20i (split-B) | 4 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | COCO Curated (test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | DSEC-Semantic supervised setting | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Head Segmentation 6-class | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Multi-source Domain Generalization GTAV + SYNTHIA (test) | 4 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | COCO-S-27 (curated) | 4 | Feb 26, 2026 | ||
| Future Semantic Segmentation | nuScenes | 4 | Feb 26, 2026 | ||
| 2D Semantic Segmentation | ScanNet V2 (val) | 4 | Feb 26, 2026 | ||
| Weakly Supervised Semantic Segmentation | PASCAL VOC (val) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | NightCity (val) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 to SYNTHIA val (test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 to Mapillary (val test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 to BDD100K (val test) | 4 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 10 (test) | 4 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Nuscenes | 4 | Feb 26, 2026 |