| Paper | Code | Pixel Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Rethinking Alignment and Uniformity in Unsupervised Semantic Segmentation | 80.3 | SAN | 2022-11-26 | |
| Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks | 74.6 | SGSeg | 2022-10-21 | |
| InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization | 73.8 | InfoSeg | 2021-10-07 | |
| Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization | 73.1 | InMARS | 2021-07-01 | |
| Autoregressive Unsupervised Image Segmentation | ✓ Link | 72.9 | AC | 2020-07-16 |
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | ✓ Link | 72.3 | IIC | 2018-07-17 |