Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 36 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | ADE20K degraded (val) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | Pangaea 10% train 1.0 (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | MSRS (test) | 17 | Mar 17, 2026 | ||
| Open-Set Domain Adaptation Semantic Segmentation | GTA5 → Cityscapes (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | Dataset described in Section 4.5 100% 1.0 (train) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | 50% (train) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | Dataset 25% train data (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | Dataset original (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | CSDD (50% train) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | CSDD without data preprocessing original (test) | 17 | Feb 26, 2026 | ||
| Class Incremental Semantic Segmentation | ADE20K 100-50 (2 steps) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 V20 (val) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet | 17 | Apr 14, 2026 | ||
| Semantic Segmentation | Synthia to {Cityscapes (C), BDD (B), Mapillary (M)} | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | Dyna.-Pla. (val) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | A2D2 (val) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | RGB-Event (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC blender 1/2 partition 2012 (val) | 17 | Feb 26, 2026 | ||
| Point Cloud Semantic Segmentation | Water-surface dataset (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | IDD original size (val) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | nuImages | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | ImageNet-S (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | NYUD | 17 | Feb 27, 2026 | ||
| Point Cloud Semantic Segmentation | NPM3D (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | Potsdam (val) | 17 | Feb 26, 2026 |