Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 35 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Potsdam 3 (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA to Cityscapes 7 classes (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | ISIC 2018 (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Semantic3D reduced v1 (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Barcelona (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 1/4 labeled split 2012 | 17 | Jul 7, 2026 | ||
| Semantic Segmentation | Pascal VOC 1/8 labeled 2012 | 17 | Jul 7, 2026 | ||
| Semantic Segmentation | Pascal VOC 1/16 labeled 2012 | 17 | Jul 7, 2026 | ||
| Semantic Segmentation | WHUOHS w/o domain gap | 17 | Jun 30, 2026 | ||
| Semantic Segmentation | MTS12 N→S | 17 | Jun 30, 2026 | ||
| Semantic Segmentation | CASID | 17 | Jun 18, 2026 | ||
| Semantic Segmentation | BCSS | 17 | Jun 19, 2026 | ||
| Semantic Segmentation | CO2 Farm Thermal Gas Dataset 1.0 (test) | 17 | Apr 14, 2026 | ||
| 3D Semantic Segmentation | Matterport3D K=160 (test) | 17 | Mar 30, 2026 | ||
| 3D Semantic Segmentation | Matterport3D K=80 (test) | 17 | Mar 30, 2026 | ||
| 3D Semantic Segmentation | Matterport3D K=40 (test) | 17 | Mar 30, 2026 | ||
| Open-Vocabulary 3D Semantic Segmentation | ScanNet 10 classes | 17 | Jun 30, 2026 | ||
| Open-Vocabulary 3D Semantic Segmentation | ScanNet 15 classes | 17 | Jun 30, 2026 | ||
| Open-Vocabulary 3D Semantic Segmentation | ScanNet 19 classes | 17 | Jun 30, 2026 | ||
| Open-Vocabulary Semantic Segmentation | PASCAL Context 459 (val) | 17 | Mar 23, 2026 | ||
| Open-Vocabulary Semantic Segmentation | ADE20K 847 (val) | 17 | Mar 23, 2026 | ||
| 3D Semantic Segmentation | ScanNet | 17 | Mar 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet 15 classes | 17 | Mar 19, 2026 | ||
| 3D Semantic Segmentation | ScanNet 10 classes | 17 | Mar 19, 2026 | ||
| Semantic Segmentation | RealLQ | 17 | Feb 26, 2026 |