| Paper | Code | Accuracy | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Let Go of Your Labels with Unsupervised Transfer | ✓ Link | 99.5 | TURTLE (CLIP + DINOv2) | 2024-06-11 | |
| Stable Cluster Discrimination for Deep Clustering | ✓ Link | 93 | SeCu | 2023-11-24 | |
| Improving Unsupervised Image Clustering With Robust Learning | ✓ Link | 90.3 | RUC | 2020-12-21 | |
| []() | 88.4 | HUME | |||
| SCAN: Learning to Classify Images without Labels | ✓ Link | 88.3 | SCAN | 2020-05-25 | |
| Unsupervised Visual Representation Learning by Online Constrained K-Means | ✓ Link | 85.7 | CoKe | 2021-05-24 | |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification | ✓ Link | 81.0 | TSUC | ||
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | ✓ Link | 61.7 | IIC | 2018-07-17 | |
| IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation | ✓ Link | 88.81 | IPCL (ResNet18) | 2024-03-18 |