Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 85 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 3D Semantic Segmentation | ScanNet200 v1 (val) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | MeniSeg (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA (source) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 (source) | 7 | Feb 26, 2026 | ||
| Multi-task Learning (Semantic Segmentation, Surface Normals, Depth Estimation) | NYU v2 | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes to IDD and Mapillary (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 11-5 (3 steps) (final) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Synthia in-distribution (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | NYU v2 | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K COCO-Place challenge 2017 (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff 3 (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Human Body Segmentation (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | BUS Dataset B 2017 (test) | 7 | Feb 26, 2026 | ||
| 2D Semantic Segmentation | NYU2 11-class task | 7 | Feb 26, 2026 | ||
| Action Semantic Segmentation | A2D (test) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | NYUDv2 4-class (test) | 7 | Feb 26, 2026 | ||
| Semantic Labelling | Pascal VOC + COCO 2012 (val) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | NYUDepth 4-Class v2 | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 150 59 (val) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (1/2) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/4 | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (1/8) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/16 | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC Classic 2012 (1/2) | 7 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC Classic 2012 (1/4) | 7 | Feb 26, 2026 |