ResearchBenchmarksData Valuation in Federated Learning on HF/PEFT LoRA (Extended val)Data Valuation in Federated Learning on HF/PEFT LoRA (Extended val)Follow61.62Utility Scorecoalition45.2449.492553.74557.9975Jul 8, 2026Evaluation resultsMethodMethodLinksUtility ScoreR-Utility Scorecoalitionmode=HF/PEFT LoRAmode=HF/PEFT LoRA2026.0761.6264.62smokemode=HF/PEFT LoRAmode=HF/PEFT LoRA2026.0745.87—