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Benchmarks
Disentangled Representation Learning on CelebA-Hats (test)
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347.94
NLL
CCVAE
257.51992
867.85546
1,478.191
2,088.52654
Jun 20, 2025
NLL
I(z; w)
Updated 17d ago
Evaluation Results
Method
Method
Links
NLL
I(z; w)
CCVAE
2025.06
347.94
0.856
CSVAE
adversarial=true
2025.06
351.082
0.213
DisCoVR
2025.06
353.271
0.059
DIVA
2025.06
356.09
0.553
DisCoVR - Common
mode=Common
2025.06
437.144
-
CSVAE - No Adv.
adversarial=false
2025.06
653.537
0.36
HCSVAE
adversarial=true
2025.06
673.674
0.192
HCSVAE - No Adv.
adversarial=false
2025.06
2,608.442
0.135
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