Hierarchical Generative Modeling on Fashion-Mnist
57.4DPHDTree
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HDTreeAgglomerative Clustering=False2025.06 | 57.4 | 71.8 | 71.1 | 68.7 | -219 | -228 | -29.9 | |
| TreeVAE2025.06 | 53.4 | 70.4 | 60.6 | 64.7 | -226 | -234 | -35.4 | |
| LadderVAEAgglomerative Clustering=True2025.06 | 49.5 | 67.6 | 55.9 | 60.7 | -231 | -239 | -39.5 | |
| HDTreeAgglomerative Clustering=True2025.06 | 47.7 | 67.1 | 64.6 | 67.4 | — | — | — | |
| Agg2025.06 | 45 | 67.6 | 51.3 | 52.6 | — | — | — | |
| DeepECT2025.06 | 44.9 | 67.8 | 51.8 | 57.7 | — | — | — | |
| VAEAgglomerative Clustering=True2025.06 | 44.3 | 65.9 | 54.9 | 56.1 | -231 | -242 | -32.1 |