Metric: ARI (higher is better)
| # | Model↕ | ARI▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TURTLE (CLIP + DINOv2) | 62.5 | No | Let Go of Your Labels with Unsupervised Transfer | 2024-06-11 | Code |
| 2 | TEMI MSN (ViT-L) | 48.4 | No | Exploring the Limits of Deep Image Clustering us... | 2023-03-31 | Code |
| 3 | TEMI DINO (ViT-B) | 45.9 | No | Exploring the Limits of Deep Image Clustering us... | 2023-03-31 | Code |
| 4 | MIM-Refiner (MAE-ViT-H/14) | 45.5 | No | MIM-Refiner: A Contrastive Learning Boost from I... | 2024-02-15 | Code |
| 5 | MIM-Refiner (D2V2-ViT-H/14) | 42.2 | No | MIM-Refiner: A Contrastive Learning Boost from I... | 2024-02-15 | Code |
| 6 | SeCu | 41.9 | No | Stable Cluster Discrimination for Deep Clustering | 2023-11-24 | Code |
| 7 | CoKe | 35.6 | No | Stable Cluster Discrimination for Deep Clustering | 2023-11-24 | Code |