Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 76 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Unsupervised Semantic Segmentation | COCO-S-27 | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 2012 (val) | 8 | Feb 26, 2026 | ||
| Zero-shot Semantic Segmentation | Pascal-VOC unseen-10 | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes lindau 40 (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/4 partition protocol (val) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | GTA5 to Cityscapes (C), IDD (I), and Mapillary (M) 19-class label mapping protocol (val) | 8 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | Pascal VOC 10-1 scenario Overlapped 2012 (val) | 8 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | Pascal VOC 10-1 scenario, Disjoint 2012 (val) | 8 | Feb 26, 2026 | ||
| Continual Semantic Segmentation | Pascal VOC 15-1 scenario, Disjoint 2012 (val) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | SpaceNet (test) | 8 | Feb 26, 2026 | ||
| Incremental Semantic Segmentation | Pascal VOC disjoint setup 2012 (VOC 15-1) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff-3 | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-20i 1-way 1-shot | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | FoodSeg154 Asian food set 1.0 (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes coarse | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | DroneDeploy (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL-5i 1-way 5-shot VOC 2012 | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | BIG 1.0 (val test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 relabeled (val) | 8 | Feb 26, 2026 | ||
| Video Semantic Segmentation | NYUDepth | 8 | Feb 26, 2026 | ||
| Semantic Segmentation Boundary Alignment | Cityscapes (val) | 8 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | RueMonge Varcity TASK3 2014 | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 12 (val test) | 8 | Feb 26, 2026 |