Metric: ARI (higher is better)
| # | Model↕ | ARI▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DPAC | 0.935 | No | Deep Online Probability Aggregation Clustering | 2024-07-07 | Code |
| 2 | SPICE | 0.933 | No | SPICE: Semantic Pseudo-labeling for Image Cluste... | 2021-03-17 | Code |
| 3 | ProPos* | 0.918 | No | Learning Representation for Clustering via Proto... | 2021-11-23 | Code |
| 4 | ConCURL | 0.909 | No | Representation Learning for Clustering via Build... | 2021-05-04 | Code |
| 5 | ProPos | 0.906 | No | Learning Representation for Clustering via Proto... | 2021-11-23 | Code |
| 6 | IDFD | 0.901 | No | Clustering-friendly Representation Learning via ... | 2021-05-31 | Code |
| 7 | CoHiClust | 0.899 | No | Contrastive Hierarchical Clustering | 2023-03-03 | Code |
| 8 | C3 | 0.861 | No | C3: Cross-instance guided Contrastive Clustering | 2022-11-14 | Code |
| 9 | TCL | 0.837 | No | Twin Contrastive Learning for Online Clustering | 2022-10-21 | Code |
| 10 | CC | 0.822 | No | Contrastive Clustering | 2020-09-21 | Code |