Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SPC | 0.984 | No | Selective Pseudo-label Clustering | 2021-07-22 | Code |
| 2 | DynAE | 0.981 | No | Deep Clustering with a Dynamic Autoencoder: From... | 2019-01-23 | Code |
| 3 | DEN | 0.979 | No | Interpretable Visualizations with Differentiatin... | 2020-06-11 | Code |
| 4 | DDC-DA | 0.977 | No | Deep Density-based Image Clustering | 2018-12-11 | Code |
| 5 | SR-K-means | 0.974 | No | Deep clustering: On the link between discriminat... | 2018-10-09 | Code |
| 6 | ClusterGAN | 0.97 | No | - | - | - |
| 7 | DDC | 0.967 | No | Deep Density-based Image Clustering | 2018-12-11 | Code |
| 8 | N2D (UMAP) | 0.958 | No | N2D: (Not Too) Deep Clustering via Clustering th... | 2019-08-16 | Code |
| 9 | PSSC | 0.957 | No | Scattering Transform Based Image Clustering usin... | 2020-11-23 | Code |
| 10 | DMSC | 0.951 | Yes | Deep Multimodal Subspace Clustering Networks | 2018-04-17 | Code |
| 11 | DTI-Clustering | 0.864 | No | Deep Transformation-Invariant Clustering | 2020-06-19 | Code |
| 12 | DnC-SC | 0.8255 | No | - | - | Code |
| 13 | DBC | 0.743 | No | Discriminatively Boosted Image Clustering with F... | 2017-03-23 | Code |