Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 42 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | SYNTHIA to UAVID | 15 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SemanticKITTI-FV (val) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 19-1 Overlapped 2012 | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | MosMed | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | AutoPET | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Chesapeake Bay watershed 1-m images and 30-m labels (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC Wood (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K open-vocabulary | 15 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SensatUrban (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal Context 459 classes (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | MFNet 1.0 (nighttime) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | MFNet 1.0 (daytime) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | WildPASS (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 19 classes | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA to Cityscapes v1 (val) | 15 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | PASCAL VOC 2012 (val) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL-Context (unseen) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes and IDDA (test) | 15 | Feb 26, 2026 | ||
| Hierarchical Semantic Segmentation | Cityscapes (val) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1-1 21 steps (final) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 2012 | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 to C-driving (test) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal-VOC 11 tasks 2012 10-1 (val) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | IDD 20k (val) | 15 | Feb 26, 2026 | ||
| Semantic Segmentation | PascalVOC 12 (val) | 15 | Feb 26, 2026 |