Hierarchical Generative Modeling on Cifar10 32x32 (50k samples)
44.2DPHDTree
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| HDTreeAgglomerative Clustering=True2025.06 | 44.2 | 55.2 | 75.9 | 55.3 | — | — | — | |
| HDTreeAgglomerative Clustering=False2025.06 | 43.8 | 55.1 | 73.2 | 53.9 | -34.7 | -40.3 | 25.2 | |
| TreeVAE2025.06 | 35.3 | 53.8 | 52.9 | 41.4 | -47 | -48.3 | 14.7 | |
| LadderVAEAgglomerative Clustering=True2025.06 | 12.8 | 25.3 | 25.3 | 7.41 | -41.8 | -40.2 | -1.9 | |
| VAEAgglomerative Clustering=True2025.06 | 10.5 | 16.3 | 16.3 | 1.86 | -31.7 | -39.2 | -4.3 | |
| DeepECT2025.06 | 10.5 | 10.3 | 10.3 | 0.18 | — | — | — |