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Benchmarks
Total Energy Prediction on JARVIS (test)
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0.035
MAE (eV/atom)
Matformer
0.0268
0.08215
0.1375
0.19285
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
0.035
-
-
ALIGNN
2022.09
0.037
-
-
SchNet
2022.09
0.047
-
-
GATGNN
2022.09
0.056
-
-
MEGNET
2022.09
0.058
-
-
CGCNN
2022.09
0.078
-
-
CFID
2022.09
0.24
-
-
ALIGNN
2022.09
-
35.09
55.2
Matformer
2022.09
-
36.84
57.36
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