Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 58 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | BDD100K 16 classes (test) | 10 | Jun 2, 2026 | ||
| Semantic Segmentation | Panoptic-CUDAL (test) | 10 | Jun 2, 2026 | ||
| Semantic Segmentation | SemanticTHAB (test) | 10 | Jun 2, 2026 | ||
| Semantic Segmentation | Cityscapes 1024x2048px | 10 | May 27, 2026 | ||
| Semantic Segmentation | COCO | 10 | May 22, 2026 | ||
| Semantic Segmentation | ADE20k | 10 | May 20, 2026 | ||
| Semantic Segmentation | Potsdam | 10 | May 12, 2026 | ||
| Open-vocabulary semantic segmentation | PASCAL VOC PAS-20 | 10 | May 12, 2026 | ||
| Semantic Segmentation | PhC-U373 original (test) | 10 | May 11, 2026 | ||
| Semantic Segmentation | CelebAMask HQ (r = 50%) | 10 | May 11, 2026 | ||
| 4D semantic segmentation | HOI4D | 10 | May 6, 2026 | ||
| Semantic Segmentation | MarsScapes 45 (5-1 setting) | 10 | Apr 23, 2026 | ||
| Semantic Segmentation | S5Mars (test) | 10 | Apr 23, 2026 | ||
| Interactive Semantic Segmentation | PASCAL VOC 2012 | 10 | Apr 9, 2026 | ||
| Semantic Segmentation | KiTS23 (test) | 10 | Apr 9, 2026 | ||
| Semantic Segmentation | ADE20K 2016 (val) | 10 | Mar 27, 2026 | ||
| Panoramic Semantic Segmentation | Stanford2D3D Spin-to-SPan (test) | 10 | Mar 27, 2026 | ||
| Semantic Segmentation | FSSG (10% labeled) | 10 | Mar 24, 2026 | ||
| Semantic Segmentation | FSSG (5% labeled) | 10 | Mar 24, 2026 | ||
| Semantic Segmentation | FSSG (2% labeled) | 10 | Mar 24, 2026 | ||
| Semantic Segmentation | FLSMD (10% labeled) | 10 | Mar 24, 2026 | ||
| Semantic Segmentation | FLSMD (5% labeled) | 10 | Mar 24, 2026 | ||
| Semantic Segmentation | FLSMD (2% labeled) | 10 | Mar 24, 2026 | ||
| Semantic Segmentation | Cityscapes (1/30 labeled split) | 10 | Mar 24, 2026 | ||
| Semantic Segmentation | Cityscapes -> ACDC (test val) | 10 | Mar 18, 2026 |