Adapter Routing on Adapter Routing Evaluation Suite OOD
50.1ROUGE-1 (Struct->Text)LoRARetriever Selection
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LoRARetriever SelectionBackbone=LLaMA2-7B, Routing Method=Input-aware selection (k=1)2026.01 | 50.1 | 26.6 | 43.9 | 46 | 89 | 40.3 | 43 | 46 | 30 | 45.5 | 60.6 | 12 | 78.4 | |
| LoRARetriever SelectionBackbone=LLaMA2-13B, Routing Method=Input-aware selection (k=1)2026.01 | 49.4 | 25.8 | 42.9 | 47.5 | 91 | 48 | 53 | 65 | 33 | 52.5 | 70.2 | 12.7 | 76.7 | |
| LoRAuter SelectionBackbone=LLaMA2-13B, Routing Method=Input-aware selection (k=1)2026.01 | 44.1 | 21.9 | 38.9 | 65.5 | 92 | 46 | 56.5 | 55 | 34 | 53.5 | 73.5 | 12.8 | 78.3 | |
| LoRAuter SelectionBackbone=LLaMA2-7B, Routing Method=Input-aware selection (k=1)2026.01 | 43.4 | 20.8 | 38.5 | 62 | 90 | 48.7 | 41 | 52 | 19 | 53 | 64 | 11.7 | 81.8 |