Model Merging Efficiency on rMD17
154.79Merging Time (s)Wt Avg
Evaluation results
| Method | Links | |
|---|---|---|
| Wt AvgScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 154.79 | |
| GFFMergeScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 161.47 | |
| Wt AvgScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 180.2 | |
| GFFMergeScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 188.08 | |
| EMRScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 208.1 | |
| FisherScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 224.52 | |
| EMRScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 226.13 | |
| FisherScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 246.36 | |
| TIESScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 319.5 | |
| TIESScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 335.19 | |
| Wt AvgScenario=5-Task Mix, Model Architecture=Orb2026.06 | 444.09 | |
| GFFMergeScenario=5-Task Mix, Model Architecture=Orb2026.06 | 455.13 | |
| EMRScenario=5-Task Mix, Model Architecture=Orb2026.06 | 491.15 | |
| FisherScenario=5-Task Mix, Model Architecture=Orb2026.06 | 528.47 | |
| TIESScenario=5-Task Mix, Model Architecture=Orb2026.06 | 644.88 | |
| Joint FTScenario=Ethanol + Malonaldehyde + Aspirin, Model Architecture=Orb2026.06 | 1,396.37 | |
| Joint FTScenario=Aspirin + Uracil, Model Architecture=Orb2026.06 | 1,468.7 | |
| Joint FTScenario=5-Task Mix, Model Architecture=Orb2026.06 | 2,969.44 |