Disentanglement on 3DShapes
1DCI Score
LSBD-VAE
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2026.03 | 1 | 0.98 | 0.99 | 1 | 0.45 | 0.04 | 0.0007 | - | |
2026.03 | 1 | 0.98 | 1 | 1 | 0.56 | 0.26 | 0.0006 | - | |
2026.03 | 1 | 0.98 | 1 | 1 | 0.69 | 0.19 | 0.0005 | - | |
2026.03 | 0.99 | 0.98 | 0.98 | 1 | 0.43 | 0.07 | 0.0008 | - | |
2026.03 | 0.98 | 0.97 | 0.98 | 1 | 0.59 | 0.03 | 0.0008 | - | |
2026.03 | 0.97 | 0.98 | 0.97 | 1 | 0.31 | 0.26 | 0.0009 | - | |
2026.03 | 0.95 | 0.97 | 0.97 | 1 | 0.49 | 0.09 | 0.0011 | - | |
2025.05 | 0.867 | - | - | 0.802 | 0.231 | 0.089 | - | 19.514 | |
2025.05 | 0.867 | - | - | - | - | - | - | 19.514 | |
2026.03 | 0.85 | 0.91 | 0.93 | 0.96 | 0.41 | 0.22 | 0.002 | - | |
2025.05 | 0.805 | - | - | 0.22 | 0.224 | 0.169 | - | 18.836 | |
2025.05 | 0.749 | - | - | 0.16 | 0.091 | 0.071 | - | 21.338 | |
2025.05 | 0.681 | - | - | 0.392 | 0.083 | 0.049 | - | 22.879 | |
2025.05 | 0.669 | - | - | 0.464 | 0.069 | 0.035 | - | 22.848 | |
2025.05 | 0.424 | - | - | 0.005 | 0.004 | 0.001 | - | 9.424 | |
2026.03 | 0.37 | 0.67 | 0.69 | 0.75 | 0.14 | 0.22 | - | - | |
2026.03 | 0.35 | 0.63 | 0.74 | 0.76 | 0.2 | 0.11 | - | - | |
2026.03 | 0.28 | 0.62 | 0.71 | 0.75 | 0.15 | 0.12 | - | - | |
2026.03 | 0.22 | 0.52 | 0.72 | 0.74 | 0.14 | 0.08 | - | - | |
2026.03 | 0.18 | 0.42 | 0.9 | 0.74 | 0.07 | 0.02 | 0.0008 | - | |
2026.03 | 0.15 | 0.35 | 0.88 | 0.75 | 0.06 | 0.04 | 0.0008 | - | |
2026.03 | 0.04 | 0.31 | 0.64 | 0.7 | 0.04 | 0.04 | - | - |