Disentangled Representation Learning on Cars3D
91FactorVAE
SlowVAE
Updated 18d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2020.07 | 91 | 100 | 9.7 | 51 | 94.4 | 1.7 | - | - | - | - | - | |
2020.07 | 90.9 | 100 | 9.5 | 50.2 | 95 | 1.7 | - | - | - | - | - | |
2020.07 | 90.8 | 100 | 9.3 | 50 | 94.6 | 0.9 | - | - | - | - | - | |
2020.07 | 90.4 | 100 | 15.7 | 48.9 | 95.7 | 1.6 | - | - | - | - | - | |
2020.07 | 90.4 | 100 | 15.4 | 48 | 95.4 | 1.6 | - | - | - | - | - | |
2020.07 | 90.2 | 100 | 15 | 54 | 93.9 | 9.4 | - | - | - | - | - | |
2020.07 | 90.2 | 100 | 10.4 | 50.9 | 94.1 | 2 | - | - | - | - | - | |
2020.07 | 87.9 | 100 | 8.8 | 22.5 | 90.2 | 1 | - | - | - | - | - | |
2020.07 | 87.4 | 100 | 14.7 | 45.6 | 94.6 | 2.8 | - | - | - | - | - | |
2026.07 | 1 | - | - | 0.624 | - | - | - | - | - | - | - | |
2024.12 | 0.999 | - | - | 0.863 | - | - | - | - | - | - | - | |
2026.07 | 0.987 | - | - | 0.527 | - | - | - | - | - | - | - | |
2026.05 | 0.977 | - | - | 0.357 | - | - | - | - | - | - | - | |
2024.02 | 0.976 | - | - | 0.232 | - | - | - | - | - | - | - | |
2026.05 | 0.976 | - | - | 0.232 | - | - | - | - | - | - | - | |
2026.07 | 0.976 | - | - | 0.232 | - | - | - | - | - | - | - | |
2022.05 | 0.966 | - | - | 0.382 | - | - | - | - | - | - | - | |
2024.12 | 0.966 | - | - | 0.382 | - | - | - | - | - | - | - | |
2026.05 | 0.948 | - | - | 0.357 | - | - | - | - | - | - | - | |
2024.12 | 0.947 | - | - | 0.664 | - | - | - | - | - | - | - | |
2024.08 | 0.946 | 1 | - | - | 0.897 | 0.023 | - | - | 0.323 | 0.813 | 0.218 | |
2026.07 | 0.941 | - | - | 0.414 | - | - | - | - | - | - | - | |
2026.05 | 0.94 | - | - | 0.337 | - | - | - | - | - | - | - | |
2022.05 | 0.932 | - | - | 0.209 | - | - | - | - | - | - | - | |
2024.02 | 0.932 | - | - | 0.209 | - | - | - | - | - | - | - | |
2024.08 | 0.929 | 1 | - | - | 0.931 | 0.014 | - | - | 0.318 | 0.817 | 0.246 | |
2024.08 | 0.923 | 1 | - | - | 0.93 | 0.005 | - | - | 0.316 | 0.559 | 0.224 | |
2026.07 | 0.918 | - | - | 0.232 | - | - | - | - | - | - | - | |
2026.05 | 0.912 | - | - | 0.329 | - | - | - | - | - | - | - | |
2024.08 | 0.907 | 1 | - | - | 0.889 | 0.009 | - | - | 0.144 | 0.682 | 0.142 | |
2022.05 | 0.906 | - | - | 0.161 | - | - | - | - | - | - | - | |
2024.02 | 0.906 | - | - | 0.161 | - | - | - | - | - | - | - | |
2024.12 | 0.902 | - | - | 0.509 | - | - | - | - | - | - | - | |
2026.05 | 0.887 | - | - | 0.218 | - | - | - | - | - | - | - | |
2024.12 | 0.877 | - | - | 0.262 | - | - | - | - | - | - | - | |
2026.07 | 0.877 | - | - | 0.365 | - | - | - | - | - | - | - | |
2022.05 | 0.873 | - | - | 0.243 | - | - | - | - | - | - | - | |
2024.08 | 0.873 | 1 | - | - | 0.837 | 0.014 | - | - | 0.261 | 0.704 | 0.142 | |
2022.05 | 0.871 | - | - | 0.222 | - | - | - | - | - | - | - | |
2024.12 | 0.87 | - | - | 0.216 | - | - | - | - | - | - | - | |
2022.05 | 0.855 | - | - | 0.14 | - | - | - | - | - | - | - | |
2022.05 | 0.855 | - | - | 0.271 | - | - | - | - | - | - | - | |
2024.02 | 0.855 | - | - | 0.14 | - | - | - | - | - | - | - | |
2024.02 | 0.855 | - | - | 0.271 | - | - | - | - | - | - | - | |
2026.05 | 0.855 | - | - | 0.14 | - | - | - | - | - | - | - | |
2022.05 | 0.852 | - | - | 0.216 | - | - | - | - | - | - | - | |
2024.02 | 0.852 | - | - | 0.216 | - | - | - | - | - | - | - | |
2026.05 | 0.846 | - | - | 0.307 | - | - | - | - | - | - | - | |
2024.02 | 0.773 | - | - | 0.279 | - | - | - | - | - | - | - | |
2026.07 | 0.765 | - | - | 0.258 | - | - | - | - | - | - | - | |
2024.08 | 0.753 | 0.999 | - | - | 0.836 | 0.027 | - | - | 0.11 | 0.702 | 0.07 | |
2026.07 | 0.714 | - | - | 0.208 | - | - | - | - | - | - | - | |
2024.12 | 0.573 | - | - | 0.032 | - | - | - | - | - | - | - | |
2022.05 | 0.411 | - | - | 0.02 | - | - | - | - | - | - | - | |
2024.02 | 0.411 | - | - | 0.02 | - | - | - | - | - | - | - | |
2022.05 | 0.339 | - | - | 0.024 | - | - | - | - | - | - | - | |
2024.12 | 0.339 | - | - | 0.024 | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.104 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.071 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.395 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.321 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.096 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.1 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.088 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.05 | - | - | - | - | - | - | - | - | |
2024.12 | - | 0.912 | 0.025 | - | - | - | - | - | - | - | - | |
2024.12 | - | 0.923 | 0.015 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.117 | - | - | - | - | - | - | - | - | |
2024.12 | - | 0.343 | 0 | - | - | - | - | - | - | - | - | |
2024.12 | - | 1 | 0.348 | - | - | - | - | - | - | - | - | |
2026.05 | - | - | - | - | - | - | 59.09 | 85 | - | - | - | |
2026.05 | - | - | - | - | - | - | 67.58 | 91 | - | - | - | |
2026.05 | - | - | - | - | - | - | 66.88 | 88 | - | - | - | |
2026.05 | - | - | - | - | - | - | 87.1 | 88 | - | - | - | |
2026.05 | - | - | - | - | - | - | 67.96 | 92 | - | - | - | |
2026.05 | - | - | - | - | - | - | 58.17 | 87 | - | - | - | |
2026.05 | - | - | - | - | - | - | 58.44 | 95 | - | - | - |