Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 75 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Stanford Indoor 1% labeled (491 samples) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford Indoor 0.2% labeled (98 samples) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford Indoor (0.1% labeled (49 samples)) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC PAS-21 | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes to Foggy Zurich v2 (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 25-25 protocol (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K 100-10 protocol (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Kvasir & CVC-ClinicDB (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | HyperSim v1 (test) | 8 | May 19, 2026 | ||
| 1-way Few-shot Semantic Segmentation | COCO-20i (split-A) | 8 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet v2 (train) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes → Oxford RobotCar (test) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 10-1 (10 steps) (val) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 14-1 (6 steps) (val) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split4) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split3) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split2) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K (Split1) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff-10K (Split4) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff-10K (Split3) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff-10K (Split2) | 8 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO-Stuff 10K (Split1) | 8 | Feb 26, 2026 | ||
| Top-view semantic segmentation | Argoverse Vehicle | 8 | Feb 26, 2026 | ||
| Top-view semantic segmentation | Argoverse Road | 8 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | COCO-S-171 | 8 | Feb 26, 2026 |