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Benchmarks
Disentangled Representation Learning on Dsprite
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0.37
MSE
Plain Model
0.3588
0.4344
0.51
0.5856
Feb 21, 2023
MSE
Rho* (Z vs T)
Accuracy (T)
Time (sec./max step)
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
Rho* (Z vs T)
Accuracy (T)
Time (sec./max step)
Plain Model
Dependency Measure=N/A
2023.02
0.37
0.91
98
0
Pearson
Dependency Measure=Pea...
2023.02
0.44
0.81
89
0.201
Neural TC
Dependency Measure=Neu...
2023.02
0.49
0.34
54
0.812
Slice
Dependency Measure=Slice
2023.02
0.5
0.08
32
0.602
dCorr
Dependency Measure=dCorr
2023.02
0.55
0.62
76
0.412
Neural Rényi
Dependency Measure=Neu...
2023.02
0.61
0.48
55
0.791
vCLUB
Dependency Measure=vCLUB
2023.02
0.65
0.22
48
0.689
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