ResearchBenchmarksUncertainty-guided selective generation on OK-VQA (val)Uncertainty-guided selective generation on OK-VQA (val)Follow0.5989AUARC (Token Entropy)UA-CLM0.580180.585040.58990.59476Dec 3, 2024Evaluation resultsMethodMethodLinksAUARC (Token Entropy)AUARC (Perplexity)AUARC (Predictive Entropy)AUARC (Semantic Entropy)UA-CLMModel=LLaVA-1.5-7BModel=LLaVA-1.5-7B2024.120.59890.59650.60120.6265CLMModel=LLaVA-1.5-7BModel=LLaVA-1.5-7B2024.120.58090.57810.5790.5747