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Benchmarks
Atomistic Potential Prediction on MPtrj
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9
MAE Energy (meV/atom)
L Pruning
8.124
14.037
19.95
25.863
May 9, 2026
MAE Energy (meV/atom)
MAE Force (meV/Å)
MAE Stress (meV/ų)
Updated 22d ago
Evaluation Results
Method
Method
Links
MAE Energy (meV/atom)
MAE Force (meV/Å)
MAE Stress (meV/ų)
L Pruning
Base Model=Layer5 L3 C...
2026.05
9
35
1.7
From Scratch
Base Model=Layer5 L2 C...
2026.05
11
40
1.7
L Pruning
Base Model=Layer5 L3 C...
2026.05
11
39
2.1
Channel Pruning
Base Model=Layer2 L1 C...
2026.05
16.4
45.8
1.8
L & Channel Pruning
Base Model=Layer2 L1 C...
2026.05
18.9
51.7
1.9
From Scratch
Base Model=Layer2 L2 C...
2026.05
22.6
42.2
1.6
L Pruning
Base Model=Layer2 L2 C...
2026.05
25.5
47.3
1.7
From Scratch
Base Model=Layer2 L1 C...
2026.05
25.8
46.7
1.7
From Scratch
Base Model=Layer2 L0 C...
2026.05
29.6
52.3
1.8
L Pruning
Base Model=Layer2 L2 C...
2026.05
30.9
50.8
1.9
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