Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 120 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Cityscapes 21 tasks 1-1 (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 11-5 (3 tasks) (test) | 3 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | vKITTI (6-fold val) | 3 | Feb 27, 2026 | ||
| Part Semantic Segmentation | Pascal-Part-108 | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | DigestPath Sampled lesion patches (val) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | S3DIS 1.0 (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | Dayton a2g | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI-6 (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | Aerial-to-Map (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | CMP Facades | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | Breast biopsy (val) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | 640x360 resolution | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI tracking annotated | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | SUIM MESS (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | CUB-200 MESS (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ATLANTIS MESS (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | FoodSeg103 MESS (test) | 3 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 1/4 (5052) | 2 | Jul 7, 2026 | ||
| 3D Semantic Segmentation | KITTI | 2 | Jul 7, 2026 | ||
| Semantic Segmentation | MS COCO | 2 | Jun 30, 2026 | ||
| Semantic Segmentation | MS COCO (test val) | 2 | Jun 16, 2026 | ||
| Semantic Segmentation | Pascal Context (test val) | 2 | Jun 16, 2026 | ||
| Semantic Segmentation | Pascal VOC (test val) | 2 | Jun 16, 2026 | ||
| Semantic Segmentation | Underground Mine Dataset (test) | 2 | Jun 4, 2026 | ||
| Semantic Segmentation | ACDC Snow | 2 | Jun 2, 2026 |