Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DynAE | 0.987 | No | Deep Clustering with a Dynamic Autoencoder: From... | 2019-01-23 | Code |
| 2 | DTI-Clustering | 0.978 | No | Deep Transformation-Invariant Clustering | 2020-06-19 | Code |
| 3 | DDC-DA | 0.97 | No | Deep Density-based Image Clustering | 2018-12-11 | Code |
| 4 | PSSC | 0.967 | No | Scattering Transform Based Image Clustering usin... | 2020-11-23 | Code |
| 5 | DDC | 0.965 | No | Deep Density-based Image Clustering | 2018-12-11 | Code |
| 6 | AE+SNNL | 0.962 | No | Improving k-Means Clustering Performance with Di... | 2020-06-05 | Code |
| 7 | N2D (UMAP) | 0.948 | No | N2D: (Not Too) Deep Clustering via Clustering th... | 2019-08-16 | Code |
| 8 | SR-K-means | 0.863 | No | Deep clustering: On the link between discriminat... | 2018-10-09 | Code |