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Benchmarks
Recovery of latent representations on Synthetic Sparse
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0.9306
MCC
CaDRe
0.236192
0.416471
0.59675
0.777029
Jan 21, 2025
MCC
R2
Updated 2d ago
Evaluation Results
Method
Method
Links
MCC
R2
CaDRe
dz=3, dx=10
2025.01
0.9306
0.9102
G-CaRL
dz=3, dx=10
2025.01
0.7701
0.5443
TDRL
dz=3, dx=10
2025.01
0.6628
0.6953
LEAP
dz=3, dx=10
2025.01
0.6453
0.4637
PCL
dz=3, dx=10
2025.01
0.5275
0.1852
CaRiNG
dz=3, dx=10
2025.01
0.4924
0.2897
i-VAE
dz=3, dx=10
2025.01
0.4561
0.2119
iCITRIS
dz=3, dx=10
2025.01
0.4531
0.6326
SlowVAE
dz=3, dx=10
2025.01
0.3675
0.2781
TCL
dz=3, dx=10
2025.01
0.2629
0.3028
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