| Paper | Code | mIoU | Pixel Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Causal Unsupervised Semantic Segmentation | ✓ Link | 15.2 | 46.6 | CAUSE-TR (ViT-S/8) | 2023-10-11 |
| TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation | ✓ Link | 11.93 | 34.32 | TransFGU (ViT-S/8) | 2021-12-02 |
| PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering | ✓ Link | 5.6 | 29.8 | PiCIE (ResNet-50) | 2021-03-30 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | ✓ Link | 2.2 | 15.7 | IIC (ResNet-50) | 2018-07-17 |