Model Routing on SCOPE-60K 5% split (test)
75Avg. AccuracySCOPE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCOPETrade-off coefficient (alpha)=12026.01 | 75 | 84.33 | 0.63 | |
| Graph RouterRouter Architecture=Graph2026.01 | 73.02 | 80.6 | 0.72 | |
| SCOPETrade-off coefficient (alpha)=0.62026.01 | 66.27 | 67.91 | 0.22 | |
| Most ExpensiveSetting=Baseline2026.01 | 65.08 | 65.67 | 2.5 | |
| xRouterRouter Architecture=xRouter2026.01 | 57.94 | — | 1.01 | |
| RandomSetting=Baseline2026.01 | 57.14 | 50.75 | 0.65 | |
| SCOPETrade-off coefficient (alpha)=02026.01 | 53.57 | 44.03 | 0.03 | |
| CheapestSetting=Baseline2026.01 | 52.38 | 41.79 | 0.02 | |
| MLP RouterRouter Architecture=MLP2026.01 | 44.05 | 26.12 | 0.28 | |
| KNN RouterRouter Architecture=KNN2026.01 | 35.71 | 10.45 | 0.16 | |
| SVM RouterRouter Architecture=SVM2026.01 | 30.16 | 0 | 0.01 |