Metric: Pixel Accuracy (higher is better)
| # | Model↕ | Pixel Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SAN | 80.3 | No | Rethinking Alignment and Uniformity in Unsupervi... | 2022-11-26 | - |
| 2 | SGSeg | 74.6 | No | Unsupervised Image Semantic Segmentation through... | 2022-10-21 | - |
| 3 | InfoSeg | 73.8 | No | InfoSeg: Unsupervised Semantic Image Segmentatio... | 2021-10-07 | - |
| 4 | InMARS | 73.1 | No | Unsupervised Image Segmentation by Mutual Inform... | 2021-07-01 | - |
| 5 | AC | 72.9 | No | Autoregressive Unsupervised Image Segmentation | 2020-07-16 | Code |
| 6 | IIC | 72.3 | No | Invariant Information Clustering for Unsupervise... | 2018-07-17 | Code |