Noise Recovery on Linear-Gaussian distractor environment (train)
0.656Noise R^2VAE
Evaluation Results
| Method | Links | |
|---|---|---|
| VAEScale (SNR)=8.0 (-2.2 dB), Training Time=12.3s2026.01 | 0.656 | |
| VAEScale (SNR)=4.0 (3.8 dB), Training Time=12.5s2026.01 | 0.512 | |
| ARScale (SNR)=8.0 (-2.2 dB), Training Time=7.1s2026.01 | 0.491 | |
| ARScale (SNR)=4.0 (3.8 dB), Training Time=6.5s2026.01 | 0.394 | |
| VJEPAScale (SNR)=8.0 (-2.2 dB), Training Time=13.4s2026.01 | 0.299 | |
| BJEPAScale (SNR)=8.0 (-2.2 dB), Training Time=23.0s2026.01 | 0.292 | |
| JEPAScale (SNR)=8.0 (-2.2 dB), Training Time=16.1s2026.01 | 0.226 | |
| BJEPAScale (SNR)=4.0 (3.8 dB), Training Time=23.2s2026.01 | 0.213 | |
| VJEPAScale (SNR)=4.0 (3.8 dB), Training Time=13.8s2026.01 | 0.025 | |
| JEPAScale (SNR)=4.0 (3.8 dB), Training Time=16.6s2026.01 | 0.004 |