Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 31 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 3D Semantic Segmentation | nuScenes 1.0 (val) | 19 | May 21, 2026 | ||
| Semantic Segmentation | Pascal VOC (1/7 labeled) | 19 | Mar 24, 2026 | ||
| Semantic Segmentation | RADIal (test) | 19 | Mar 19, 2026 | ||
| Semantic Segmentation | Pangaea 10% (train) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Pangaea Aggregate (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | AI4Farms (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | CropMap (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | DynEarthNet (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | FBP (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | MADOS (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | HLS Burns (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | SpaceNet 7 | 19 | Mar 10, 2026 | ||
| Semantic Segmentation | DynamicEarthNet (DEN) | 19 | Mar 10, 2026 | ||
| Semantic Segmentation | PASCAL-Context clean and adverse conditions v1 (unseen) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | UltrasoundNerveMSBench | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | USforKidneyMSBench | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Promise12 MSBench | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | PandentalMSBench | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet200 v1 (val) | 19 | Feb 27, 2026 | ||
| Semantic Segmentation | GTA5 to Cityscapes, BDD100K, Mapillary Vistas (val) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | VKITTI2 -> Cityscapes 8 classes | 19 | Mar 10, 2026 | ||
| 3D Semantic Segmentation | 3D-OVS (test) | 19 | May 29, 2026 | ||
| Semantic Segmentation | Cityscapes → BDD100K & Mapillary | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC original 2012 (1/2 (732)) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC original 1/4 (366) 2012 | 19 | Feb 26, 2026 |