Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 32 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | PASCAL VOC original 2012 (1/8 (183)) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC original 2012 (1/16 (92)) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Potsdam | 19 | Apr 10, 2026 | ||
| 3D Semantic Segmentation | ScanNet online benchmark | 19 | Feb 26, 2026 | ||
| Open-vocabulary semantic segmentation | Pascal Context-459 (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1.0 (val 1/2 split) | 19 | Mar 24, 2026 | ||
| Semantic Segmentation | Pascal VOC 366 labels | 19 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | S3DIS (B6/N6) | 19 | Feb 27, 2026 | ||
| 3D Semantic Segmentation | S3DIS (B8/N4) | 19 | Feb 27, 2026 | ||
| Semantic Segmentation | Water-surface dataset (test) | 19 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | COCO 20^i (test) | 19 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet | 19 | Apr 8, 2026 | ||
| Semantic Segmentation | Cityscapes 1/8 subset (val) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/2 partition protocol (val) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | DADA-seg 1.0 (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | DensePASS (val) | 19 | Feb 26, 2026 | ||
| Event-based Semantic Segmentation | DDD17 (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 2012 | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Mapillary Vistas full (val) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | GTAV (val) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | WildDash bench (test) | 19 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | S3DIS (Area 5 test (Fold #1)) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS (5th fold) | 19 | Feb 27, 2026 | ||
| Weakly supervised semantic segmentation | VOC 2012 (val) | 19 | Feb 26, 2026 |