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Signal Recovery on Linear-Gaussian distractor environment (test)

1Signal R^2VAE
0.478960.614230.74950.88477Jan 20, 2026
Updated 8mo ago

Evaluation results

MethodLinks
VAEScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.011—
ARScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.010.999—
VJEPAScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.010.999—
JEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.02s2026.010.999—
VJEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.010.993—
BJEPAScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.010.981—
JEPAScale (SNR)=0.0 (inf dB), Test Time=0.01s2026.010.93—
JEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.010.93—
BJEPAScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.010.899—
VJEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.010.87—
BJEPAScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.010.841—
ARScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.010.756—
VAEScale (SNR)=4.0 (3.8 dB), Test Time=0.01s2026.010.73—
ARScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.010.578—
VAEScale (SNR)=8.0 (-2.2 dB), Test Time=0.01s2026.010.499—
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