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Formation energy per site prediction on 2D Materials Defect Dataset (10-fold splits)

4MAE (eV/site)

MEGNet(Sparse)

-53.52334.747231,111.26Dec 23, 2025
Updated 7d ago

Evaluation Results

MethodLinks
2025.12
4
2025.12
6
2025.12
12.6
2025.12
13
2025.12
16.3
2025.12
23
2025.12
23
2025.12
30
2025.12
35
2025.12
42
2025.12
44
2025.12
48
2025.12
50
2025.12
58
2025.12
65
2025.12
65
2025.12
70
2025.12
74
2025.12
85
2025.12
95
2025.12
98
2025.12
103
2025.12
107
2025.12
112
2025.12
127
2025.12
136
2025.12
136
2025.12
137
2025.12
162
2025.12
230
2025.12
245
2025.12
247
2025.12
268
2025.12
295
2025.12
321
2025.12
363
2025.12
496
2025.12
535
2025.12
536
2025.12
575
2025.12
697
2025.12
1,442