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Benchmarks
Disentanglement on Shapes3D (BetaVAE, MIG)
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BetaVAE Score
Slow-VAE
0.13264
0.35782
0.583
0.80818
Dec 5, 2024
BetaVAE Score
MIG
Updated 4d ago
Evaluation Results
Method
Method
Links
BetaVAE Score
MIG
Slow-VAE
Representation type=Sy...
2024.12
1
0.615
Slow-VAE*
Representation type=Sy...
2024.12
1
0.655
Ada-GVAE-k
Representation type=Sy...
2024.12
1
0.556
Ada-GVAE-k*
Representation type=Sy...
2024.12
1
0.498
GVAE*
Representation type=Sy...
2024.12
1
0.203
Soft TPR
Representation type=Fu...
2024.12
1
0.471
VCT
Representation type=Sy...
2024.12
0.999
0.525
GVAE
Representation type=Sy...
2024.12
0.998
0.251
ML-VAE
Representation type=Sy...
2024.12
0.976
0.354
ML-VAE*
Representation type=Sy...
2024.12
0.921
0.298
Shu*
Representation type=Sy...
2024.12
0.512
0.006
Shu
Representation type=Sy...
2024.12
0.498
0.005
COMET
Representation type=Sy...
2024.12
0.166
0.0002
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