ResearchBenchmarksVisual Instruction Tuning on LLaVA 1.5 Benchmark Suite (test val)Follow67.6Overall Average ScoreDoRA66.45666.75367.0567.347Feb 14, 2024Evaluation ResultsMethodMethodLinksOverall Average ScoreVQAv2 ScoreGQA ScoreVisWiz ScoreSQA ScoreVQAT ScorePOPE ScoreMMBench ScoreDoRA#Params(%)=4.63#Params(%)=4.632024.0267.6———————LoRA#Params(%)=4.61#Params(%)=4.612024.0266.9———————FT#Params(%)=100#Params(%)=1002024.0266.5———————