Research
Benchmarks for “semantic segmentation”
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
3,155 benchmarksPage 61 of 127
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| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | SemanticKITTI sequence 08 (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | FoodSeg103 | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Pascal VOC 1464 labels | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes half resolution (512x1024) (test val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes-C 1.0 (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC Original (1/2 partition) 2012 (train) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC Original (1/4 partition) 2012 (train) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC Original (1/8 partition) 2012 (train) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL VOC Original (1/16 partition) 2012 (train) | 10 | Feb 26, 2026 | ||
| 3D Semantic Segmentation | ScanNet 11 (val) | 10 | Feb 26, 2026 | ||
| Multi-class Semantic Segmentation | CaFFe glacier-independent (test) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | UrbanLF-Real 1.0 (test) | 10 | Feb 26, 2026 | ||
| 2D Semantic Segmentation | ScanNet (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | COCO Stuff zero-shot | 10 | Feb 26, 2026 | ||
| Class-Incremental Semantic Segmentation | Pascal VOC 15-5 scenario, 2 steps 2012 | 10 | Feb 26, 2026 | ||
| Class-Incremental Semantic Segmentation | Pascal VOC 19-1 scenario, 2 steps 2012 | 10 | Feb 26, 2026 | ||
| Class-Incremental Semantic Segmentation | Pascal VOC 5-3 scenario 6 steps 2012 | 10 | Feb 26, 2026 | ||
| Class-Incremental Semantic Segmentation | Pascal VOC 2-2 scenario, 10 steps 2012 | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/16 partition (val) | 10 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | ImageNet-S50 (test) | 10 | Feb 26, 2026 | ||
| Unsupervised Semantic Segmentation | ImageNet-S50 (val) | 10 | Feb 26, 2026 | ||
| Semantic Segmentation | WSOC (test) | 10 | Feb 26, 2026 | ||
| 2-way Few-Shot Semantic Segmentation | PASCAL-5i (Mean) | 10 | Feb 26, 2026 | ||
| 2-way Few-Shot Semantic Segmentation | PASCAL-5i (fold-3) | 10 | Feb 26, 2026 | ||
| 2-way Few-Shot Semantic Segmentation | PASCAL-5i (fold-2) | 10 | Feb 26, 2026 |