Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 64 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Open-Vocabulary Semantic Segmentation | VOC 21 | 9 | Apr 10, 2026 | ||
| Semantic Segmentation | Trans10k | 9 | Apr 6, 2026 | ||
| Semantic Segmentation | Synapse | 9 | Apr 6, 2026 | ||
| Semantic Segmentation | M-Building | 9 | Apr 6, 2026 | ||
| Semantic Segmentation | WORD (test) | 9 | Mar 31, 2026 | ||
| Semantic Segmentation | PASCAL VOC 15 (test) | 9 | Mar 30, 2026 | ||
| Semantic Segmentation | NYU Sequence 3 shuffled v2 (test) | 9 | Mar 30, 2026 | ||
| Semantic Segmentation | NYU Sequence 2 v2 shuffled (test) | 9 | Mar 30, 2026 | ||
| Semantic Segmentation | Taskonomy | 9 | Mar 30, 2026 | ||
| Semantic Segmentation | Average across 8 datasets (val) | 9 | Mar 24, 2026 | ||
| Semantic Segmentation | Cityscapes without background (val) | 9 | Mar 24, 2026 | ||
| Semantic Segmentation | COCO-Stuff without background (val) | 9 | Mar 24, 2026 | ||
| Semantic Segmentation | Pascal Context 59 without background (val) | 9 | Mar 24, 2026 | ||
| Semantic Segmentation | Pascal VOC without background 20 (val) | 9 | Mar 24, 2026 | ||
| Semantic Segmentation | COCO-Object with background (val) | 9 | Mar 24, 2026 | ||
| Semantic Segmentation | Pascal VOC with background V21 (val) | 9 | Mar 24, 2026 | ||
| Open-vocabulary semantic segmentation | PC-59 (test) | 9 | Mar 24, 2026 | ||
| Open-vocabulary semantic segmentation | A-150 (test) | 9 | Mar 24, 2026 | ||
| Open-vocabulary semantic segmentation | A-847 (test) | 9 | Mar 24, 2026 | ||
| Semantic Segmentation | TopoMortar | 9 | Mar 20, 2026 | ||
| Semantic Segmentation | ICs 8-14 (Out-of-distribution) | 9 | Mar 18, 2026 | ||
| Semantic Segmentation | WHU-OHS Cross-Regional | 9 | Mar 17, 2026 | ||
| BEV Semantic Segmentation | nuScenes unseen corruptions | 9 | Mar 11, 2026 | ||
| Semantic Segmentation | GTA5 → Cityscapes (CS) | 9 | Mar 5, 2026 | ||
| Semantic Segmentation | ScanNet (10 held-out scenes) | 9 | Mar 4, 2026 |