LiPS
Benchmarks
TaskDatasetSOTA resultTrendResults
LiPS 20
0.058Force MAE (eV/Å)
12
LiPS20 Li2S + Li3P + P2S5
0.34Force Prediction Error
12
LiPS Li3P + Li2S
13.42Total Training Time (s)
12
LiPS20 Li2S + Li3P + P2S5
0.07Force MAE
10
LiPS20 β-Li3PS4 + γ-Li3PS4
0.06MAE (Force)
10
LiPS 20
0.322Force (eV/Å)
9
LiPS Li2S + Li3P + P2S5
15.15Training Time (s)
8
LiPS β-Li3PS4 + γ-Li3PS4
14.34Training Time (s)
8
LiPS20
0.687R^2 (Force)
7
LiPS20
0.133Force RMSE (eV/Å)
7
LiPS 20
609.07Time (s)
6
LiPS20 Li3P + Li2S
0.06Force MAE
6
LiPS20
739.18Time (s)
6
LiPS Li2S + Li3P + P2S5
501.5Total Training Time (s)
4