Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 30 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | PASCAL VOC blender 1/8 partition 2012 (val) | 20 | Feb 26, 2026 | ||
| Few-shot Semantic Segmentation | COCO 20 i (cross-val) | 20 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet B10/N9 | 20 | Feb 27, 2026 | ||
| 3D Semantic Segmentation | ScanNet B12 N7 | 20 | Feb 27, 2026 | ||
| Semantic Segmentation | DALES (test) | 20 | Mar 25, 2026 | ||
| Semantic Segmentation | DeepGlobe (test) | 20 | Feb 27, 2026 | ||
| Semantic Segmentation | Cityscapes without background class | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | DeLiVER | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 15 (val) | 20 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | COCO | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI multiple scans (test) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | DSEC-Semantic | 20 | Mar 5, 2026 | ||
| Semantic Segmentation | NPM3D | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal-VOC (Unseen) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | Mapillary Vistas 7 classes (val) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | SpaceNet v1 | 20 | Feb 26, 2026 | ||
| Semantic segmentation | S3DIS (val) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | RoadSeg Mnih (test) | 19 | Jul 3, 2026 | ||
| Semantic Segmentation | ACDC Round 3 | 19 | May 19, 2026 | ||
| Semantic Segmentation | ACDC Round 2 | 19 | May 19, 2026 | ||
| Open-Vocabulary Semantic Segmentation | Pascal Context PC60 with background | 19 | May 13, 2026 | ||
| Semantic Segmentation | BCSS dataset | 19 | Apr 28, 2026 | ||
| Semantic Segmentation | RINGS dataset | 19 | Apr 28, 2026 | ||
| Semantic Segmentation | COCO-S without background | 19 | Apr 23, 2026 | ||
| Open-vocabulary semantic segmentation | ADE20K (val) | 19 | Jul 7, 2026 |