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Benchmarks
Formation Energy Prediction on JARVIS (test)
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0.0325
MAE (eV/atom)
Matformer
0.0282
0.057225
0.08625
0.115275
Sep 23, 2022
MAE (eV/atom)
EwT (0.01)
EwT (0.02)
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE (eV/atom)
EwT (0.01)
EwT (0.02)
Matformer
2022.09
0.0325
-
-
ALIGNN
2022.09
0.0331
-
-
SchNet
2022.09
0.045
-
-
MEGNET
2022.09
0.047
-
-
GATGNN
2022.09
0.047
-
-
CGCNN
2022.09
0.063
-
-
CFID
2022.09
0.14
-
-
ALIGNN
2022.09
-
39.59
59.64
Matformer
2022.09
-
41.17
60.25
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