Model Merging Efficiency on MD17
146.89Time (s)Wt Avg
Evaluation results
| Method | Links | |
|---|---|---|
| Wt AvgScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 146.89 | |
| GFFMergeScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 154.21 | |
| Wt AvgScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 163.91 | |
| GFFMergeScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 171.78 | |
| EMRScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 194.18 | |
| FisherScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 207.1 | |
| EMRScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 209.44 | |
| FisherScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 229.47 | |
| TIESScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 284.38 | |
| TIESScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 320.19 | |
| Wt AvgScenario=5-Task Mix, Model Architecture=Orb2026.06 | 451.72 | |
| GFFMergeScenario=5-Task Mix, Model Architecture=Orb2026.06 | 462.75 | |
| EMRScenario=5-Task Mix, Model Architecture=Orb2026.06 | 496.57 | |
| FisherScenario=5-Task Mix, Model Architecture=Orb2026.06 | 528.98 | |
| TIESScenario=5-Task Mix, Model Architecture=Orb2026.06 | 642.83 | |
| Joint FTScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 1,354.46 | |
| Joint FTScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 1,364.61 | |
| Joint FTScenario=5-Task Mix, Model Architecture=Orb2026.06 | 2,893.44 |