| Paper | Code | Accuracy | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Let Go of Your Labels with Unsupervised Transfer | ✓ Link | 99.7 | TURTLE (CLIP + DINOv2) | 2024-06-11 | |
| []() | 90.8 | HUME | |||
| MV-MR: multi-views and multi-representations for self-supervised learning and knowledge distillation | ✓ Link | 89.67 | MV-MR | 2023-03-21 | |
| Improving Unsupervised Image Clustering With Robust Learning | ✓ Link | 86.7 | RUC | 2020-12-21 | |
| ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets | ✓ Link | 85.11 | ScatSimCLR | 2021-08-31 | |
| SCAN: Learning to Classify Images without Labels | ✓ Link | 80.90 | SCAN | 2020-05-25 | |
| Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification | ✓ Link | 66.50 | TSUC | ||
| Invariant Information Clustering for Unsupervised Image Classification and Segmentation | ✓ Link | 61.00 | IIC | 2018-07-17 | |
| IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation | ✓ Link | 80.91 | IPCL (ResNet18) | 2024-03-18 |