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Benchmarks
Property Prediction on MP-mag (test)
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18.75
Energy (meV/atom)
Full
16.4724
17.0637
17.655
18.2463
Jun 17, 2026
Energy (meV/atom)
Force (meV/Å)
Magnetic moment (µ)
Sparsity (Total) (%)
Sparsity (Layer) (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Energy (meV/atom)
Force (meV/Å)
Magnetic moment (µ)
Sparsity (Total) (%)
Sparsity (Layer) (%)
Full
Mode=Full fine-tuning
2026.06
18.75
37.56
0.015
-
-
Sparsity-promoting fine-tuning
Setting=Linear, λτ=0.3
2026.06
18.4
39.6
0.014
91.83
89.79
Sparsity-promoting fine-tuning
Setting=Linear, λτ=0.01
2026.06
17.56
42.11
0.012
90.15
41.27
ELoRA
2026.06
17.37
40.34
0.013
-
-
Sparsity-promoting fine-tuning
Setting=All, λτ=0.3
2026.06
17.2
39.59
0.013
87.53
94
Sparsity-promoting fine-tuning
Setting=All, λτ=0.05
2026.06
16.56
40.75
0.011
30.78
20.9
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