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Benchmarks
Recovery of latent representations on Synthetic Independent
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0.9811
MCC
CaDRe
0.409204
0.557677
0.70615
0.854623
Jan 21, 2025
MCC
R2 Score
Updated 2d ago
Evaluation Results
Method
Method
Links
MCC
R2 Score
CaDRe
dz=3, dx=10
2025.01
0.9811
0.9626
TDRL
dz=3, dx=10
2025.01
0.9106
0.8649
LEAP
dz=3, dx=10
2025.01
0.8942
0.7795
CaRiNG
dz=3, dx=10
2025.01
0.8543
0.8355
G-CaRL
dz=3, dx=10
2025.01
0.8023
0.9012
i-VAE
dz=3, dx=10
2025.01
0.6738
0.5917
iCITRIS
dz=3, dx=10
2025.01
0.6649
0.7341
PCL
dz=3, dx=10
2025.01
0.6507
0.4528
TCL
dz=3, dx=10
2025.01
0.5916
0.3516
SlowVAE
dz=3, dx=10
2025.01
0.4312
0.427
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