Force and Energy Prediction on MD22 DHA + Stachyose
0.91Force MAEJoint FT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Joint FTBackbone=Orb, Merging Strategy=Joint Fine-Tuning2026.06 | 0.91 | — | — | — | |
| Joint FTArchitecture=Orb2026.06 | 0.9121 | — | — | — | |
| GFFMERGEBackbone=Orb, Merging Strategy=GFFMERGE2026.06 | 1.04 | — | — | — | |
| GFFMERGEArchitecture=Orb2026.06 | 1.0412 | — | — | — | |
| Joint FTBackbone=M3GNet2026.06 | 1.48 | — | — | 0.05 | |
| GFFMERGEBackbone=M3GNet2026.06 | 1.7 | — | — | 0.04 | |
| Wt AveragingBackbone=M3GNet2026.06 | 3.34 | — | — | 1.88 | |
| TIESArchitecture=Orb2026.06 | 3.3783 | — | — | — | |
| TIESBackbone=Orb, Merging Strategy=TIES2026.06 | 3.38 | — | — | — | |
| Wt AvgBackbone=Orb, Merging Strategy=Weight Averaging2026.06 | 3.48 | — | — | — | |
| EMRBackbone=M3GNet2026.06 | 3.53 | — | — | 2.13 | |
| FisherBackbone=M3GNet2026.06 | 3.69 | — | — | 2.59 | |
| EMRArchitecture=Orb2026.06 | 4.0178 | — | — | — | |
| EMRBackbone=Orb, Merging Strategy=EMR2026.06 | 4.02 | — | — | — | |
| FisherBackbone=Orb, Merging Strategy=Fisher2026.06 | 4.47 | — | — | — | |
| TIESBackbone=M3GNet2026.06 | 4.61 | — | — | 3.72 | |
| GFFMERGEMerging Strategy=GFFMERGE, Precision=Full precision2026.06 | — | 1.6977 | 0.0391 | — | |
| GFFMERGEPrecision=Full Precision2026.06 | — | 1.6977 | 0.0391 | — | |
| Joint FTStrategy=Joint Fine-Tuning, Precision=Full precision2026.06 | — | 1.4825 | 0.0458 | — | |
| Joint FTPrecision=Full Precision2026.06 | — | 1.4825 | 0.0458 | — | |
| TIESPrecision=Full Precision2026.06 | — | 4.6123 | 3.7222 | — | |
| Weight AveragingMerging Strategy=Weight Averaging, Precision=Full precision2026.06 | — | 3.3424 | 1.8824 | — |