Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 72 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | DSEC Semantic (non-extreme) | 8 | Mar 5, 2026 | ||
| Semantic Segmentation | DERS-XR real-world fine-tuning | 8 | Mar 5, 2026 | ||
| Semantic Segmentation | DERS-XS (synthetic) | 8 | Mar 5, 2026 | ||
| Semantic Segmentation | COSEG | 8 | Mar 4, 2026 | ||
| Indoor Semantic Segmentation | S3DIS v1 (6-fold) | 8 | Feb 27, 2026 | ||
| Indoor Semantic Segmentation | S3DIS v1 (Area 5) | 8 | Feb 27, 2026 | ||
| Indoor Semantic Segmentation | ScanNet v1 (val) | 8 | Feb 27, 2026 | ||
| Semantic Segmentation | WHU-H2SR (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | AeroRIT (test) | 8 | Feb 26, 2026 | ||
| Semantic Image Segmentation | Cityscapes | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 3-2 (9 Steps) (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 5-1 (15 Steps) (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 18 Steps 2-1 (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1-1 (19 Steps) (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | FUMPE | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Plant Data (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Semantic Drone (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Semantic Drone Dataset (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | AIR-PolSARSeg (test) | 8 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet++ 100 classes (test) | 8 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | Matterport3D 160 classes (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | MSL labeled ratio (1/4) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | MSL labeled ratio (1/8) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | MER labeled ratio (1/4) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | MER labeled ratio (1/8) | 8 | Feb 26, 2026 |