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Question Answering on TeleQuAD Non-IID

68.29BERTScore F1UB-SMoE
34.54243.303552.06560.8265May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UB-SMoEBudget=β42026.0568.29
SMoE-LLBBudget=β42026.0568.23
UB-SMoEBudget=β32026.0566.31
SMoE-LLBBudget=β32026.0565.98
UB-SMoEBudget=Average2026.0560.58
UB-SMoEBudget=β22026.0560.04
SMoE-LLBBudget=β22026.0559.68
SMoE-LLBBudget=Average2026.0559.61
UB-SMoEBudget=β12026.0547.66
HetLoRABudget=β42026.0546.26
HetLoRABudget=β32026.0544.63
SMoE-LLBBudget=β12026.0544.56
FlexLoRABudget=β22026.0544.13
FlexLoRABudget=β32026.0542.87
A3SMoEBudget=β42026.0542.52
FlexLoRABudget=β42026.0542.1
HetLoRABudget=Average2026.0541.87
A3SMoEBudget=β22026.0541.71
FlexLoRABudget=Average2026.0541.71
A3SMoEBudget=β32026.0541.33
HetLoRABudget=β22026.0540.76
A3SMoEBudget=Average2026.0540.7
FlexLoRABudget=β12026.0537.73
A3SMoEBudget=β12026.0537.24
HetLoRABudget=β12026.0535.84