Hierarchical Generative Modeling on MNIST
92.7DPHDTree
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HDTreeAgglomerative Clustering=True2025.06 | 92.7 | 97.1 | 97.1 | 92.8 | — | — | — | |
| HDTreeAgglomerative Clustering=False2025.06 | 91.9 | 96.6 | 96.6 | 92.4 | -77.9 | -85.4 | 35.7 | |
| TreeVAE2025.06 | 87.9 | 96 | 90.2 | 90 | -80.3 | -92.9 | 31.8 | |
| LadderVAEAgglomerative Clustering=True2025.06 | 81.6 | 90.9 | 80.3 | 82 | -87.8 | -99.9 | 24.5 | |
| VAEAgglomerative Clustering=True2025.06 | 79.9 | 90.8 | 86.6 | 81.6 | -84.7 | -87.2 | 27.8 | |
| DeepECT2025.06 | 74.6 | 90.7 | 74.9 | 76.7 | — | — | — | |
| Agg2025.06 | 63.7 | 78.6 | 69.5 | 71.1 | — | — | — |