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Bulk moduli prediction on Materials Project (test)
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0.043
MAE (log GPa)
Matformer
0.04208
0.04829
0.0545
0.06071
Sep 23, 2022
MAE (log GPa)
MAE (Model)
MAE (DFT)
MAE (log10 GPa)
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE (log GPa)
MAE (Model)
MAE (DFT)
MAE (log10 GPa)
Matformer
2022.09
0.043
-
-
-
GATGNN
Source=Retrained
2022.09
0.045
-
-
-
CGCNN
Source=Retrained
2022.09
0.047
-
-
-
MEGNET
Source=Original paper...
2022.09
0.05
-
-
-
ALIGNN
Source=Retrained
2022.09
0.051
-
-
-
CGCNN
Source=Original paper...
2022.09
0.054
-
-
-
MEGNET
Source=Retrained, Radi...
2022.09
0.06
-
-
-
SchNet
Source=Retrained, Radi...
2022.09
0.066
-
-
-
CGCNN
# of train data=2041,...
2017.10
-
0.054
-
-
DFT
# of train data=2041,...
2017.10
-
-
0.05
-
MEGNet
Elements=89, Training...
2018.12
-
-
-
0.05
CGCNN
Elements=87, Training...
2018.12
-
-
-
0.054
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