Disentangled Representation Learning on Cars3D
91FactorVAE
SlowVAE
Updated 9d 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 | - | - | |
2024.12 | 0.999 | - | - | 0.863 | - | - | - | - | |
2026.05 | 0.977 | - | - | 0.357 | - | - | - | - | |
2024.02 | 0.976 | - | - | 0.232 | - | - | - | - | |
2026.05 | 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 | - | - | - | - | |
2026.05 | 0.94 | - | - | 0.337 | - | - | - | - | |
2022.05 | 0.932 | - | - | 0.209 | - | - | - | - | |
2024.02 | 0.932 | - | - | 0.209 | - | - | - | - | |
2026.05 | 0.912 | - | - | 0.329 | - | - | - | - | |
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 | - | - | - | - | |
2022.05 | 0.873 | - | - | 0.243 | - | - | - | - | |
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 | - | - | - | - | |
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 |