ResearchBenchmarksNatural QA on LLaVA-Bench Natural QANatural QA on LLaVA-Bench Natural QAFollow74.5ScoreHiMAP61.91665.18368.4571.717Mar 17, 2025Evaluation resultsMethodMethodLinksScoreHiMAPModel=LLaVA-13B, Ratio...Model=LLaVA-13B, Ratio=33%2025.0374.5BaselineModel=LLaVA-13B, Ratio...Model=LLaVA-13B, Ratio=100%2025.0373.5FastVModel=LLaVA-13B, Ratio...Model=LLaVA-13B, Ratio=53%2025.0371.7HiMAPModel=LLaVA-7B, Ratio=34%Model=LLaVA-7B, Ratio=34%2025.0366.5BaselineModel=LLaVA-7B, Ratio=...Model=LLaVA-7B, Ratio=100%2025.0365.7FastVModel=LLaVA-7B, Ratio=54%Model=LLaVA-7B, Ratio=54%2025.0362.4