Disentanglement Analysis on CUB (full)
65.4DisentanglementSODA
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SODAlayer modulation=true2023.11 | 65.4 | 17.43 | 88.1 | 13.04 | 0.344 | 17.21 | 0.492 | |
| SODAlayer modulation=false2023.11 | 62.05 | 14.35 | 87.86 | 12.96 | 0.423 | 20.3 | 0.503 | |
| β-TCVAE2023.11 | 40.43 | 13.39 | 91.95 | 15.26 | 0.389 | 237.96 | 0.652 | |
| FactorVAE2023.11 | 39.14 | 11.68 | 92.04 | 16.26 | 0.517 | 244.7 | 0.637 | |
| β-VAE2023.11 | 38.22 | 11.88 | 92.06 | 15.1 | 0.428 | 234.52 | 0.639 | |
| AnnealedVAE2023.11 | 37.53 | 11.59 | 91.71 | 14.73 | 0.244 | 275.35 | 0.716 | |
| DIP-VAE (II)2023.11 | 37.43 | 12.19 | 92.05 | 14.97 | 0.409 | 227.14 | 0.647 | |
| DIP-VAE (I)2023.11 | 36.44 | 10.61 | 92.12 | 15.05 | 0.421 | 233.65 | 0.642 |