Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 51 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Foggy Zurich (FZ) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet200 | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k overlapped (50-50 (3 steps)) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20k 100-50 (2 steps) overlapped | 12 | Feb 26, 2026 | ||
| Oracle Semantic Segmentation | PASCAL VOC 2012 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | BTCV (val) | 12 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | S3DIS (S0) | 12 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | SynLiDAR -> semanticPOSS (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC blended set 1/4 (2646) labeled 2012 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC blended set 1/16 (662) labeled 2012 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | MF day-night 11 (evaluation set) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | LVIS 92^i (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | FSS-1000 1.0 (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | NYUD v2 (evaluation) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC blended high-quality 1/4 partition 2012 | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC 1/8 partition 2012 (blended high-quality) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC blended high-quality 1/16 partition 2012 | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | nuImages (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | nuScenes-C Robo3D 1.0 (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 80k iterations (val) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes GTA5 to Cityscapes adaptation | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | CMU Correspondence (test) | 12 | Feb 26, 2026 | ||
| Semantic Segmentation | ScribbleKITTI (val) | 12 | Mar 20, 2026 | ||
| Semantic Segmentation | BraTS (test) | 12 | May 19, 2026 | ||
| Semantic Segmentation | ADE20K to COCO-164K (test) | 12 | Feb 26, 2026 |