Signal Recovery on Linear-Gaussian distractor environment (test)
1Signal R^2VAE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| VAEScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.01 | 1 | — | |
| ARScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.01 | 0.999 | — | |
| VJEPAScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.01 | 0.999 | — | |
| JEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.02s2026.01 | 0.999 | — | |
| VJEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | 0.993 | — | |
| BJEPAScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.01 | 0.981 | — | |
| JEPAScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.01 | 0.93 | — | |
| JEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | 0.93 | — | |
| BJEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | 0.899 | — | |
| VJEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | 0.87 | — | |
| BJEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | 0.841 | — | |
| ARScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | 0.756 | — | |
| VAEScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | 0.73 | — | |
| ARScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | 0.578 | — | |
| VAEScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | 0.499 | — | |
| ARScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | — | 0.338 | |
| ARScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | — | 0.449 | |
| BJEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | — | 0.156 | |
| BJEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | — | 0.238 | |
| JEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.02s2026.01 | — | -0.01 | |
| JEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | — | 0.183 | |
| VAEScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | — | 0.458 | |
| VAEScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | — | 0.62 | |
| VJEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.01 | — | -0.007 | |
| VJEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.01 | — | 0.251 |