Force and Energy Prediction on LiPS20 Li2S + Li3P + P2S5
0.34Force Prediction ErrorJoint FT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Joint FTBackbone=M3GNet2026.06 | 0.34 | 0.11 | |
| Joint FTStrategy=Joint Fine-Tuning, Precision=Full precision2026.06 | 0.3408 | 0.1111 | |
| Joint FTPrecision=Full Precision2026.06 | 0.3408 | 0.1111 | |
| GFFMERGEBackbone=M3GNet2026.06 | 1.21 | 0.86 | |
| GFFMERGEMerging Strategy=GFFMERGE, Precision=Full precision2026.06 | 1.2104 | 0.8613 | |
| GFFMERGEPrecision=Full Precision2026.06 | 1.2104 | 0.8613 | |
| Wt AveragingBackbone=M3GNet2026.06 | 7.07 | 137.61 | |
| Weight AveragingMerging Strategy=Weight Averaging, Precision=Full precision2026.06 | 7.0713 | 137.606 | |
| TIESPrecision=Full Precision2026.06 | 16.3298 | 186.2854 | |
| TIESBackbone=M3GNet2026.06 | 16.33 | 186.29 | |
| FisherBackbone=M3GNet2026.06 | 19.51 | 103.48 | |
| EMRBackbone=M3GNet2026.06 | 72.6 | 99.09 |