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Intent Coverage and Efficiency on MultiWOZ 2.2 (held-out)

85.6Coverage AUCBN-Guided
73.74476.82279.982.978Apr 30, 2026

Evaluation results

MethodLinks
BN-GuidedThreshold (τ)=0.5, top-k=5, Ground-truth replay=true, Backbone=MiniMax-M2.5, Description=coverage augmented by BN top-5 predictions2026.0485.62.731.0453.818.5
BaselineThreshold (τ)=0.5, top-k=5, Ground-truth replay=true, Description=cumulative coverage using only actual user intents2026.0474.23.95———