Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 1 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | ADE20K (val) | 3,089 | Jul 7, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 (val) | 2,210 | Jun 17, 2026 | ||
| Semantic Segmentation | PASCAL VOC 2012 (test) | 1,485 | Jun 17, 2026 | ||
| Semantic Segmentation | Cityscapes (test) | 1,254 | Jul 8, 2026 | ||
| Semantic Segmentation | S3DIS (Area 5) | 1,029 | Jun 25, 2026 | ||
| Semantic Segmentation | ADE20K | 1,028 | Apr 30, 2026 | ||
| Semantic Segmentation | ADE20K | 699 | Jul 7, 2026 | ||
| Semantic Segmentation | Cityscapes | 674 | Jun 23, 2026 | ||
| Semantic Segmentation | GTA5 → Cityscapes (val) | 586 | Mar 18, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 572 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 552 | Jun 29, 2026 | ||
| Semantic Segmentation | Cityscapes | 526 | Jul 8, 2026 | ||
| Semantic Segmentation | SYNTHIA to Cityscapes (val) | 480 | Mar 18, 2026 | ||
| Semantic Segmentation | COCO Stuff | 421 | Jun 23, 2026 | ||
| Semantic Segmentation | CamVid (test) | 411 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet v2 (val) | 380 | May 21, 2026 | ||
| Semantic Segmentation | PASCAL VOC (val) | 380 | May 7, 2026 | ||
| Semantic Segmentation | Cityscapes GTA5 to Cityscapes adaptation (val) | 375 | Jul 7, 2026 | ||
| Semantic Segmentation | PASCAL Context (val) | 360 | Apr 3, 2026 | ||
| Semantic Segmentation | SemanticKITTI (test) | 353 | May 29, 2026 | ||
| Semantic Segmentation | S3DIS (6-fold) | 344 | Mar 9, 2026 | ||
| Semantic Segmentation | nuScenes (val) | 323 | Jun 1, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 306 | Jun 15, 2026 | ||
| Semantic Segmentation | COCO 2014 (val) | 304 | Apr 10, 2026 | ||
| Semantic Segmentation | NYU v2 (test) | 304 | Jul 1, 2026 |