Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 28 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | ImageNet-S (val) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA source to CityScapes, BDD, and Mapillary targets 16 shared categories (val) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/8 partition protocol (val) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA to {Cityscapes, Mapillary, BDDS} (test) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | A2D2 (test) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford-2D-3D | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC Priority protocol 1/8 labeled ratio | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC Blended set (1/4) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC Blended set (1/8) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC Blended set (1/16) | 21 | Feb 26, 2026 | ||
| Semantic Segmentation | Vaihingen CR-thick | 20 | Jul 3, 2026 | ||
| Semantic Segmentation | Vaihingen CR-thin | 20 | Jul 3, 2026 | ||
| Bird's-Eye-View Semantic Segmentation | nuScenes | 20 | Jun 23, 2026 | ||
| 3D Semantic Segmentation | DAPS-3D 1.0 (test) | 20 | Jun 19, 2026 | ||
| 3D Semantic Segmentation | SemSTF 1.0 (test) | 20 | Jun 19, 2026 | ||
| 3D Semantic Segmentation | Rellis-3D 1.0 (test) | 20 | Jun 19, 2026 | ||
| 3D Semantic Segmentation | SemiKITTI 1.0 (test) | 20 | Jun 19, 2026 | ||
| Semantic Segmentation | ZOD (val) | 20 | May 28, 2026 | ||
| Semantic Segmentation | PST900 (50%) | 20 | May 15, 2026 | ||
| Semantic Segmentation | SemanticRT (5%) | 20 | May 15, 2026 | ||
| Semantic Segmentation | URTF (val) | 20 | Apr 30, 2026 | ||
| Semantic Segmentation | Pascal Context 59 (PC59) without background | 20 | Apr 23, 2026 | ||
| Semantic Segmentation | Oil Spill Drone (test) | 20 | Mar 27, 2026 | ||
| Semantic Segmentation | ADE20K (fine-tuning) | 20 | Mar 18, 2026 | ||
| Semantic Segmentation | Cityscapes fine-tuning | 20 | Mar 18, 2026 |