Adapter Routing on Adapter Routing Evaluation Suite (Non-OOD)
62.6ROUGE-1 (Struct-to-Text)LoRARetriever Selection
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LoRARetriever SelectionBackbone=LLaMA2-13B, Routing Method=Input-aware selection (k=1)2026.01 | 62.6 | 38.2 | 56 | 59 | 90.5 | 60.3 | 60 | 75 | 80 | 68 | 78.9 | 12.9 | 93.8 | |
| LoRAuter SelectionBackbone=LLaMA2-13B, Routing Method=Input-aware selection (k=1)2026.01 | 62.6 | 38.2 | 56 | 66 | 90 | 72.3 | 61 | 76 | 67 | 67 | 79.6 | 13.2 | 95.2 | |
| LoRARetriever SelectionBackbone=LLaMA2-7B, Routing Method=Input-aware selection (k=1)2026.01 | 61.3 | 37 | 54.5 | 55.5 | 89.5 | 51.7 | 40 | 50 | 69 | 58 | 70 | 12.8 | 93.2 | |
| LoRAuter SelectionBackbone=LLaMA2-7B, Routing Method=Input-aware selection (k=1)2026.01 | 61 | 36.9 | 54.6 | 68.5 | 90 | 63.7 | 45 | 59 | 59 | 60.5 | 71.7 | 12.6 | 99 |