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Causal function estimation on Simulated Dataset D High-dimensional (test)
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0.006
MSE
Adj.-U
-0.04728
0.31236
0.672
1.03164
Apr 10, 2026
MSE
Updated 6d ago
Evaluation Results
Method
Method
Links
MSE
Adj.-U
Training sample size=5000
2026.04
0.006
SPICE-Net
Training sample size=5000
2026.04
0.037
SPMMR
Training sample size=5000
2026.04
0.358
SKPV
Training sample size=5000
2026.04
0.372
SPICE-Net-Approx
Training sample size=5000
2026.04
0.453
Adj.-W
Training sample size=5000
2026.04
0.631
CEVAE
Training sample size=5000
2026.04
1.06
No Adj.
Training sample size=5000
2026.04
1.338
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