Graph Neural Force Field Prediction on LiPS20 Li2S + Li3P
0.3216Force RMSEJoint FT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Joint FTStrategy=Joint Fine-Tuning, Precision=Full precision2026.06 | 0.3216 | 0.0656 | |
| GFFMERGEMerging Strategy=GFFMERGE, Precision=Full precision2026.06 | 0.4177 | 0.0918 | |
| Joint FTBackbone=M3GNet2026.06 | 0.45 | 0.09 | |
| GFFMergeBackbone=M3GNet2026.06 | 0.77 | 0.05 | |
| Joint FT SBBackbone=M3GNet2026.06 | 1.05 | 0.39 | |
| TIESBackbone=M3GNet2026.06 | 5.15 | 191.56 | |
| Weight AveragingMerging Strategy=Weight Averaging, Precision=Full precision2026.06 | 7.4596 | 48.4597 | |
| Wt AvgBackbone=M3GNet2026.06 | 11.78 | 62.31 | |
| FisherBackbone=M3GNet2026.06 | 68.47 | 53.5 | |
| EMRBackbone=M3GNet2026.06 | 78.78 | 37.29 |