Preprint
Aug 2026
SCOPE-Router: Cost-Aware Open-Set VLM Routing for Execution-Oriented Tasks
CRM+RCCR, an architecture-agnostic cost-aware objective that encodes cost preference into continuous relevance targets through per-pair independent scoring, eliminating multi-positive dilution while regularizing queries with similar routing preferences to be closer in the routing space.
Tao Yu, Yifei Qu, Zhiqing Cui et al.
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