ResearchBenchmarksMulti-turn Conversation on ConvbenchMulti-turn Conversation on ConvbenchFollow15.9Win Rate (1st Turn)FLB13.09213.82114.5515.279Apr 1, 2026Evaluation resultsMethodMethodLinksWin Rate (1st Turn)Win Rate (2nd Turn)Win Rate (3rd Turn)FLBModel=LLaVA1.5Model=LLaVA1.52026.0415.917.810.8VCDModel=LLaVA1.5Model=LLaVA1.52026.0415.417.311.1BaselineModel=LLaVA1.5Model=LLaVA1.52026.0413.217.310.3