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Bandgap prediction on HetDB (test)
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0.11
Mean Absolute Error (MAE)
SE-PAINN
0.1068
0.1284
0.15
0.1716
May 31, 2026
Mean Absolute Error (MAE)
Mean Squared Error (MSE)
Root Mean Squared Error (RMSE)
R-squared (R2)
Updated 1d ago
Evaluation Results
Method
Method
Links
Mean Absolute Error (MAE)
Mean Squared Error (MSE)
Root Mean Squared Error (RMSE)
R-squared (R2)
SE-PAINN
2026.05
0.11
0.03
0.17
91
SE-CGCNN
2026.05
0.12
0.03
0.18
91
BiMat-ML
Monolayer properties (...
2026.05
0.13
0.04
0.21
88
BiMat-ML w/o S
Monolayer properties (...
2026.05
0.14
0.05
0.22
86
Direct (CGCNN)
Architecture=CGCNN
2026.05
0.14
0.05
0.22
85
BiMat-ML w/o P
Monolayer properties (...
2026.05
0.16
0.09
0.29
76
BiMat-ML w/o S&P
Monolayer properties (...
2026.05
0.16
0.09
0.3
73
SE-MEGNET
2026.05
0.19
0.09
0.29
76
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