Image Clustering on ImageNet-50 (TEMI Split)
Metric: NMI (higher is better)
Metric: NMI (higher is better)
| # | Model↕ | NMI▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TEMI CLIP ViT-L (openai) | 0.9232 | Yes | Exploring the Limits of Deep Image Clustering us... | 2023-03-31 | Code |
| 2 | TEMI MSN ViT-L | 0.8814 | Yes | Exploring the Limits of Deep Image Clustering us... | 2023-03-31 | Code |
| 3 | TEMI DINO ViT-B | 0.861 | Yes | Exploring the Limits of Deep Image Clustering us... | 2023-03-31 | Code |
| 4 | Single-Noun Prior | 0.847 | Yes | Dataset Summarization by K Principal Concepts | 2021-04-08 | - |
| 5 | SCAN | 0.805 | No | SCAN: Learning to Classify Images without Labels | 2020-05-25 | Code |