Metric: PQ (higher is better)
| # | Model↕ | PQ▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CUPS (54 pseudo-classes) | 30.6 | No | Scene-Centric Unsupervised Panoptic Segmentation | 2025-04-02 | Code |
| 2 | CUPS (40 pseudo-classes) | 30.3 | No | Scene-Centric Unsupervised Panoptic Segmentation | 2025-04-02 | Code |
| 3 | CUPS (27 pseudo-classes) | 27.8 | No | Scene-Centric Unsupervised Panoptic Segmentation | 2025-04-02 | Code |
| 4 | U2Seg (827 pseudo-classes) | 18.4 | No | Unsupervised Universal Image Segmentation | 2023-12-28 | Code |
| 5 | DepthG + CutLER | 16.1 | No | Unsupervised Semantic Segmentation Through Depth... | 2023-09-21 | Code |