Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 126 of 127
Search results
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Nighttime Driving Night2day transformed (test) | 1 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD Night2day transformed (test) | 1 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes Extended traffic sign classes (val) | 1 | Feb 26, 2026 | ||
| Semantic Segmentation | GTSDB (val) | 1 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC (train) | 1 | Feb 26, 2026 | ||
| Semantic Segmentation | BraTS 2018 (test) | 1 | Feb 26, 2026 | ||
| Semantic Segmentation | SeasoNet | 0 | Apr 10, 2026 | ||
| Semantic Segmentation | Carbide Segmentation Dataset | 0 | Mar 24, 2026 | ||
| Indoor Semantic Segmentation | S3DIS 2 (Area 5) | 0 | Feb 26, 2026 | ||
| Indoor Semantic Segmentation | ScanNet200 35 (val) | 0 | Feb 26, 2026 | ||
| Indoor Semantic Segmentation | ScanNet 15 (val) | 0 | Feb 26, 2026 | ||
| Semantic Segmentation | GID5 (test val) | 0 | Feb 26, 2026 | ||
| Label-scarce Semantic Segmentation | Horse-21 | — | 0 | Feb 26, 2026 | |
| Label-scarce Semantic Segmentation | Bedroom-28 | — | 0 | Feb 26, 2026 | |
| Semantic Segmentation | Horse-21 | 0 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 0 | Feb 26, 2026 | ||
| Multi-Task Learning (Semantic Segmentation and Depth Estimation) | Cityscapes (val) | — | 0 | Feb 26, 2026 | |
| Medical Semantic Segmentation | SIIM Pneumothorax v1 (test) | 0 | Feb 26, 2026 | ||
| Medical Semantic Segmentation | RSNA Pneumonia stage 2 (test) | 0 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | S3DIS 6-fold cross-validation (B6/N6) | 0 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | S3DIS 6-fold cross-validation (B8 N4) | 0 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet B10/N9 v2 | 0 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet B12 N7 v2 | 0 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS ScanNet B10 N9 partition (test) | 0 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS ScanNet B12/N7 partition (test) | 0 | Feb 26, 2026 |