Question Answering on TeleQuAD Non-IID
68.29BERTScore F1UB-SMoE
Evaluation Results
| Method | Links | |
|---|---|---|
| UB-SMoEBudget=β42026.05 | 68.29 | |
| SMoE-LLBBudget=β42026.05 | 68.23 | |
| UB-SMoEBudget=β32026.05 | 66.31 | |
| SMoE-LLBBudget=β32026.05 | 65.98 | |
| UB-SMoEBudget=Average2026.05 | 60.58 | |
| UB-SMoEBudget=β22026.05 | 60.04 | |
| SMoE-LLBBudget=β22026.05 | 59.68 | |
| SMoE-LLBBudget=Average2026.05 | 59.61 | |
| UB-SMoEBudget=β12026.05 | 47.66 | |
| HetLoRABudget=β42026.05 | 46.26 | |
| HetLoRABudget=β32026.05 | 44.63 | |
| SMoE-LLBBudget=β12026.05 | 44.56 | |
| FlexLoRABudget=β22026.05 | 44.13 | |
| FlexLoRABudget=β32026.05 | 42.87 | |
| A3SMoEBudget=β42026.05 | 42.52 | |
| FlexLoRABudget=β42026.05 | 42.1 | |
| HetLoRABudget=Average2026.05 | 41.87 | |
| A3SMoEBudget=β22026.05 | 41.71 | |
| FlexLoRABudget=Average2026.05 | 41.71 | |
| A3SMoEBudget=β32026.05 | 41.33 | |
| HetLoRABudget=β22026.05 | 40.76 | |
| A3SMoEBudget=Average2026.05 | 40.7 | |
| FlexLoRABudget=β12026.05 | 37.73 | |
| A3SMoEBudget=β12026.05 | 37.24 | |
| HetLoRABudget=β12026.05 | 35.84 |