Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Counterfactual Distribution Estimation on Colored MNIST a=2
Loading...
18.23
Mean Out-Sample W2
GDR
16.4708
28.3454
40.22
52.0946
Sep 26, 2025
Mean Out-Sample W2
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Out-Sample W2
GDR
Generative Model=CDMs
2025.09
18.23
Plug-in
Generative Model=CDMs
2025.09
18.44
RA
Generative Model=CDMs
2025.09
18.92
GDR
Generative Model=CGANs
2025.09
21.33
Plug-in
Generative Model=CGANs
2025.09
24.08
IPTW
Generative Model=CGANs
2025.09
24.24
RA
Generative Model=CGANs
2025.09
24.56
IPTW
Generative Model=CDMs
2025.09
25.88
GDR
Generative Model=CVAEs
2025.09
28.28
IPTW
Generative Model=CVAEs
2025.09
28.6
RA
Generative Model=CVAEs
2025.09
33.24
GDR
Generative Model=CNFs
2025.09
33.74
RA
Generative Model=CNFs
2025.09
39.93
Plug-in
Generative Model=CNFs
2025.09
42.69
Plug-in
Generative Model=CVAEs
2025.09
49.02
IPTW
Generative Model=CNFs
2025.09
62.21
Feedback
Search any
task
Search any
task
