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Causal Effect Prediction on TSCMs 100K (held-out)
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0
RMSE
Oracle
-10.2472
58.9214
128.09
197.2586
Mar 11, 2026
RMSE
MAE
Effect Direction Accuracy
Effect Size Correlation
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE
MAE
Effect Direction Accuracy
Effect Size Correlation
Oracle
2026.03
0
0
100
1
PCMCI+
causal_graph_discovery...
2026.03
161.38
28.67
74.1
0.784
SimpleCausalPFN
per_dataset_fitting=none
2026.03
176.45
34.92
70.4
0.821
VAR-OLS
per_dataset_fitting=re...
2026.03
176.45
33.86
93.7
0.821
Mean Prediction
2026.03
256.18
73.26
60.4
0.286
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