Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 37 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Vaihingen (val) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI | 17 | Feb 26, 2026 | ||
| LiDAR Semantic Segmentation | FLARE (test) | 16 | Jul 7, 2026 | ||
| Semantic Segmentation | ADE20K | 16 | Jul 7, 2026 | ||
| Semantic Segmentation | ScanNet target views v2 (test) | 16 | Jul 3, 2026 | ||
| Semantic Segmentation | ScanNet source views v2 (test) | 16 | Jul 3, 2026 | ||
| Semantic Segmentation | OctoSense day (test) | 16 | Jun 26, 2026 | ||
| Semantic Segmentation | PANGAEA Evaluation protocol | 16 | Jun 19, 2026 | ||
| Semantic Segmentation | Pascal VOC 2012 | 16 | Jun 16, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 (trainaug) | 16 | Jun 12, 2026 | ||
| Semantic Segmentation | PANGAEA Aggregate | 16 | May 28, 2026 | ||
| Semantic Segmentation | CropTypeSS | 16 | May 28, 2026 | ||
| Semantic Segmentation | BurnSr | 16 | May 28, 2026 | ||
| Semantic Segmentation | FBP | 16 | May 15, 2026 | ||
| Semantic Segmentation | Potsdam | 16 | May 15, 2026 | ||
| Multi-temporal Semantic Segmentation (Crop Type) | Crop Type Mapping | 16 | Apr 23, 2026 | ||
| Semantic Segmentation | Pascal Context, Pascal VOC, Pascal Stuff, ADE20K, and Cityscapes Average (val) | 16 | Apr 13, 2026 | ||
| 3D Semantic Segmentation | ScanNet++ (val) | 16 | Apr 7, 2026 | ||
| Annotation-free closed-set semantic segmentation | nuScenes (val) | 16 | Apr 3, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | COCO 20i | 16 | Mar 31, 2026 | ||
| Targeted Semantic Segmentation Attack | Cityscapes | 16 | Mar 27, 2026 | ||
| Semantic Segmentation | HNC Tumor | 16 | Mar 25, 2026 | ||
| Semantic Segmentation | AbdomenCT-1K | 16 | Mar 25, 2026 | ||
| Semantic Segmentation | MSD Task01 | 16 | Mar 25, 2026 | ||
| Semantic Segmentation | OpenEarthMap (Cross-Continent) | 16 | Mar 17, 2026 |