Metric: mIoU (test) (higher is better)
| # | Model↕ | mIoU (test)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PASS (+Saliency map) | 42.3 | No | Large-scale Unsupervised Semantic Segmentation | 2021-06-06 | Code |
| 2 | PASS | 32 | No | Large-scale Unsupervised Semantic Segmentation | 2021-06-06 | Code |
| 3 | MaskContrast (+Saliency map) | 24.2 | No | Unsupervised Semantic Segmentation by Contrastin... | 2021-02-11 | Code |
| 4 | PiCIE (Supervised pretrain) | 17.6 | No | PiCIE: Unsupervised Semantic Segmentation using ... | 2021-03-30 | Code |
| 5 | MDC (Supervised pretrain) | 14.3 | No | Deep Clustering for Unsupervised Learning of Vis... | 2018-07-15 | Code |