| Paper | Code | mIoU (test) | mIoU (val) | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Large-scale Unsupervised Semantic Segmentation | ✓ Link | 42.3 | 43.3 | PASS (+Saliency map) | 2021-06-06 |
| Large-scale Unsupervised Semantic Segmentation | ✓ Link | 32.0 | 32.4 | PASS | 2021-06-06 |
| Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals | ✓ Link | 24.2 | 24.6 | MaskContrast (+Saliency map) | 2021-02-11 |
| PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering | ✓ Link | 17.6 | 17.8 | PiCIE (Supervised pretrain) | 2021-03-30 |
| Deep Clustering for Unsupervised Learning of Visual Features | ✓ Link | 14.3 | 14.6 | MDC (Supervised pretrain) | 2018-07-15 |