Metric: ARI (higher is better)
| # | Model↕ | ARI▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ITAE | 0.5227 | Yes | Improving Image Clustering with Artifacts Attenu... | 2024-10-07 | - |
| 2 | SPICE | 0.161 | No | SPICE: Semantic Pseudo-labeling for Image Cluste... | 2021-03-17 | Code |
| 3 | IMC-SwAV (Best) | 0.146 | No | Information Maximization Clustering via Multi-Vi... | 2021-03-12 | Code |
| 4 | IMC-SwAV (Avg+-) | 0.143 | No | Information Maximization Clustering via Multi-Vi... | 2021-03-12 | Code |
| 5 | CC | 0.071 | No | Contrastive Clustering | 2020-09-21 | Code |
| 6 | C3 | 0.065 | No | C3: Cross-instance guided Contrastive Clustering | 2022-11-14 | Code |