Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 44 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Cityscapes (val) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | Waymo | 14 | Mar 26, 2026 | ||
| 3D Semantic Segmentation | Replica (test) | 14 | Jul 7, 2026 | ||
| Semantic Segmentation | NYUD v2 (val) | 14 | May 19, 2026 | ||
| Semantic Segmentation | Medical Segmentation Benchmarks Aggregate mean of benchmarks v1 | 14 | Feb 26, 2026 | ||
| Few-Shot Semantic Segmentation | COCO-20i binary | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS v1.2 (Area 5) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet (20% scenes) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet (10% scenes) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet (5% scenes) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ScanNet (1% scenes) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 50-50 | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-St. (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | Real-world | 14 | Feb 26, 2026 | ||
| Event-based Semantic Segmentation | DSEC-Semantic (test) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC original 2012 (Full (1464)) | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K without background class (val) | 14 | Mar 24, 2026 | ||
| LiDAR Semantic Segmentation | nuScenes (10%) | 14 | May 19, 2026 | ||
| LiDAR Semantic Segmentation | nuScenes (1%) | 14 | May 19, 2026 | ||
| Semantic Segmentation | NYU v2 | 14 | Feb 26, 2026 | ||
| Semantic Segmentation | SYNTHIA-Seq to Cityscapes-Seq (val) | 14 | Feb 26, 2026 | ||
| Video Semantic Segmentation | VIPER -> Cityscapes-Seq (val) | 14 | Feb 26, 2026 |