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Signal Recovery on Linear-Gaussian distractor environment (train)
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Signal R^2
VAE
0.59752
0.70201
0.8065
0.91099
Jan 20, 2026
Signal R^2
Updated 1mo ago
Evaluation Results
Method
Method
Links
Signal R^2
VAE
Scale (SNR)=0.0 (inf d...
2026.01
1
AR
Scale (SNR)=0.0 (inf d...
2026.01
0.999
VJEPA
Scale (SNR)=0.0 (inf d...
2026.01
0.999
JEPA
Scale (SNR)=4.0 (3.8 d...
2026.01
0.999
VJEPA
Scale (SNR)=4.0 (3.8 d...
2026.01
0.994
BJEPA
Scale (SNR)=0.0 (inf d...
2026.01
0.987
JEPA
Scale (SNR)=0.0 (inf d...
2026.01
0.947
JEPA
Scale (SNR)=8.0 (-2.2...
2026.01
0.947
BJEPA
Scale (SNR)=4.0 (3.8 d...
2026.01
0.92
VJEPA
Scale (SNR)=8.0 (-2.2...
2026.01
0.905
BJEPA
Scale (SNR)=8.0 (-2.2...
2026.01
0.896
AR
Scale (SNR)=4.0 (3.8 d...
2026.01
0.839
VAE
Scale (SNR)=4.0 (3.8 d...
2026.01
0.822
AR
Scale (SNR)=8.0 (-2.2...
2026.01
0.68
VAE
Scale (SNR)=8.0 (-2.2...
2026.01
0.613
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