Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 45 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | PASCAL Context with background class | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes -> Dark Zurich (val) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ImageNet-S 1.0 (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ACDC night (val) | 14 | Jun 29, 2026 | ||
| Semantic Segmentation | COCO-Stuff (unseen) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | FSS-1000 | 14 | Mar 10, 2026 | ||
| Semantic Segmentation | BDD-Anomaly (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | StreetHazards (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | DigestPath 68 WSIs (val) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | Semantic8 | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | MFNet Dataset (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | NYUD v2 13-class (test) | 14 | Feb 26, 2026 | ||
| Few-Shot Semantic Segmentation | COCO 20^i (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | MCubeS v1 (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | MTS12 S→N | 13 | Jun 30, 2026 | ||
| 4D Semantic Segmentation | Synthia 4D (test) | 13 | Jun 24, 2026 | ||
| Video Semantic Segmentation | Waymo | 13 | May 20, 2026 | ||
| Standing dead tree semantic segmentation | Boreal Forest | 13 | May 6, 2026 | ||
| Semantic Segmentation | OSM (0.3 train size) | 13 | May 4, 2026 | ||
| Semantic Segmentation | OSM 0.1 size (train) | 13 | May 4, 2026 | ||
| Semantic Segmentation | DW (0.3 train) | 13 | May 4, 2026 | ||
| Semantic Segmentation | DW 0.1 (train) | 13 | May 4, 2026 | ||
| Semantic Segmentation | In-house retinal fluid dataset (SRF) | 13 | Apr 24, 2026 | ||
| Semantic Segmentation | In-house retinal fluid dataset (IRF) | 13 | Apr 24, 2026 |