Unsupervised Semantic Segmentation on COCO-Stuff-81
Metric: Pixel Accuracy (higher is better)
Metric: Pixel Accuracy (higher is better)
| # | Model↕ | Pixel Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CAUSE-MLP (ViT-S/8) | 78.8 | No | Causal Unsupervised Semantic Segmentation | 2023-10-11 | Code |
| 2 | CAUSE-TR (ViT-S/8) | 75.2 | No | Causal Unsupervised Semantic Segmentation | 2023-10-11 | Code |
| 3 | TransFGU (ViT-S/8) | 64.3 | No | TransFGU: A Top-down Approach to Fine-Grained Un... | 2021-12-02 | Code |
| 4 | MaskContrast (ResNet-50) | 8.8 | No | Unsupervised Semantic Segmentation by Contrastin... | 2021-02-11 | Code |