Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 52 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Cityscapes to DarkZurich (test) | 12 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Waymo (test) | 12 | Mar 4, 2026 | ||
| Semantic Segmentation | UrbanLF-Syn 1.0 (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC unseen (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | HOI4D 1.0 (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC augmented 2012 (100% labeled) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC augmented 2012 (1% labeled) | 12 | Feb 26, 2026 | ||
| Few-shot Semantic Segmentation | PASCAL-5^i 55 (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticPOSS v1.0 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | nuScenes lidarseg v1.0 (val) | 12 | Feb 26, 2026 | ||
| Weakly Supervised Semantic Segmentation | PASCAL VOC (train) | 12 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Synthia to SemanticKITTI (target) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 overlapped (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 27 Classes (test) | 12 | Feb 26, 2026 | ||
| Semi-supervised Semantic Segmentation | Cityscapes (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | CVC-300 target domain | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | RIM-One target domain | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Dark Zurich 1.0 (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | OmniSYNTHIA | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal Context 60 classes w/ background (val) | 12 | Mar 24, 2026 | ||
| Semantic Segmentation | Cityscapes fine+coarse (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | RueMonge 2014 | 12 | Feb 26, 2026 | ||
| Fine-grained Semantic Segmentation | PartNet 1.0 (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | NYUv2 13-class labeling | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | RuralScapes 12 semantic classes (val) | 12 | Feb 26, 2026 |