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Benchmarks
Proximal Causal Inference on Synthetic
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0.25
MSE
PKDR
0.24316
0.28933
0.3355
0.38167
Mar 2, 2026
MSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
PKDR
n (data size)=1000
2026.03
0.25
PKDR
n (data size)=500
2026.03
0.319
GPProxy
n (data size)=1000
2026.03
0.319
GPProxy
n (data size)=500
2026.03
0.332
PMMR
n (data size)=1000
2026.03
0.348
DProxy
n (data size)=1000
2026.03
0.354
PMMR
n (data size)=500
2026.03
0.37
KNC
n (data size)=500
2026.03
0.372
DProxy
n (data size)=500
2026.03
0.374
GPProxy
n (data size)=200
2026.03
0.385
KNC
n (data size)=1000
2026.03
0.39
PKDR
n (data size)=200
2026.03
0.401
DProxy
n (data size)=200
2026.03
0.408
KNC
n (data size)=200
2026.03
0.417
PMMR
n (data size)=200
2026.03
0.421
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