Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Atomic property prediction on TM-O-Spin
Loading...
9.5
Energy MAE (meV/atom)
Sparsity-promoting fine-tuning
8.7888
13.5894
18.39
23.1906
Jun 17, 2026
Energy MAE (meV/atom)
Force MAE (meV/Å)
Magnetic moment MAE (µ)
Sparsity (total)
Sparsity (layer)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Energy MAE (meV/atom)
Force MAE (meV/Å)
Magnetic moment MAE (µ)
Sparsity (total)
Sparsity (layer)
Sparsity-promoting fine-tuning
Regime=Low-sparsity (L...
2026.06
9.5
70.46
0.028
90.21
43.17
Sparsity-promoting fine-tuning
Regime=High-sparsity (...
2026.06
10.57
74.15
0.03
91.83
89.7
Full
Type=Full fine-tuning
2026.06
11.58
96.89
0.029
-
-
ELoRA
2026.06
12.44
116.31
0.038
-
-
Scratch
2026.06
27.28
174.7
0.035
-
-
Feedback
Search any
task
Search any
task