Disentangled Representation Learning on dSprites
34.5MIG
SlowVAE
Updated 9d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2020.07 | 34.5 | 89.7 | 81.4 | 50 | 87.1 | 5.1 | - | - | - | - | |
2020.07 | 29.5 | 100 | 97.5 | 65.4 | 96.5 | 8.1 | - | - | - | - | |
2020.07 | 29.1 | 100 | 97.4 | 62 | 97.4 | 8.2 | - | - | - | - | |
2020.07 | 28.3 | 87 | 75.2 | 47.7 | 86.9 | 4.4 | - | - | - | - | |
2020.07 | 28.2 | 100 | 99.2 | 65.5 | 96.8 | 6 | - | - | - | - | |
2020.07 | 27.6 | 99.8 | 95.2 | 61.5 | 96.8 | 8.4 | - | - | - | - | |
2020.07 | 26.6 | 92.3 | 84.7 | 47.9 | 91.3 | 7.4 | - | - | - | - | |
2020.07 | 11.5 | 89.6 | 70.1 | 29.4 | 89.7 | 3.6 | - | - | - | - | |
2020.07 | 10.2 | 82.3 | 66 | 18.6 | 82.2 | 4.9 | - | - | - | - | |
2025.05 | 0.118 | - | - | 0.305 | 0.001 | 0.222 | - | 5.024 | - | - | |
2025.05 | 0.022 | - | - | 0.171 | 0.041 | 0.088 | - | 7.881 | - | - | |
2025.05 | 0.015 | - | - | 0.104 | 0.032 | 0.071 | - | 7.688 | - | - | |
2025.05 | 0.008 | - | - | 0.09 | 0.09 | 0.026 | - | 8.234 | - | - | |
2025.05 | 0.005 | - | - | 0.1 | 0.132 | 0.018 | - | 8.231 | - | - | |
2025.05 | 0.003 | - | - | 0.075 | 0.009 | 0.005 | - | 0.166 | - | - | |
2022.10 | - | - | - | - | - | - | 0.1578 | - | - | - | |
2022.10 | - | - | - | - | - | - | 0.0118 | - | - | - | |
2022.10 | - | - | - | - | - | - | 0.0119 | - | - | - | |
2022.10 | - | - | - | - | - | - | 0.0404 | - | - | - | |
2026.05 | - | - | - | - | - | - | - | - | 18.57 | 0.6 | |
2026.05 | - | - | - | - | - | - | - | - | 18.95 | 0.86 | |
2026.05 | - | - | - | - | - | - | - | - | 23.37 | 0.8 | |
2026.05 | - | - | - | - | - | - | - | - | 61.88 | 0.61 | |
2026.05 | - | - | - | - | - | - | - | - | 24.64 | 0.83 | |
2026.05 | - | - | - | - | - | - | - | - | 13.38 | 0.83 | |
2026.05 | - | - | - | - | - | - | - | - | 13.96 | 0.89 |