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Merging of Graph Neural Force Fields on MD17 Ethanol + Malonaldehyde
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3.31
Training Time (s)
Closed Form
-20.218
138.596
297.41
456.224
Jun 2, 2026
Training Time (s)
Speedup
Updated 1mo ago
Evaluation Results
Method
Method
Links
Training Time (s)
Speedup
Closed Form
Architecture=M3GNet
2026.06
3.31
-
Closed Form
Architecture=Orb
2026.06
8.25
-
Targeted Fine Tune
Architecture=M3GNet
2026.06
48.29
-
GFFMerge
Architecture=M3GNet
2026.06
51.6
5.62
Targeted Fine Tune
Architecture=Orb
2026.06
75
-
GFFMerge
Architecture=Orb
2026.06
83.25
7.11
Joint FT
Architecture=M3GNet
2026.06
289.9
-
Joint FT
Architecture=Orb
2026.06
591.51
-
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