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Energy and Force Prediction on OC20 Total Energy (val ID)
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32.6
Energy
UMA-L
31.012
41.731
52.45
63.169
Mar 6, 2026
Energy
Force
Force Cosine Similarity
Updated 1mo ago
Evaluation Results
Method
Method
Links
Energy
Force
Force Cosine Similarity
UMA-L
Size=Large
2026.03
32.6
12
0.77
UMA-M
Size=Medium
2026.03
43.1
15.8
0.73
AllScAIP-md-d.
Size=Medium, Variant=d.
2026.03
59.3
17.6
0.69
AllScAIP-sm-d.
Size=Small, Variant=d.
2026.03
61.1
18.3
0.67
UMA-S
Size=Small
2026.03
63.6
24.1
0.63
AllScAIP-sm-ft-cons.
Size=Small, Variant=ft...
2026.03
72.3
22.5
0.64
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