ResearchBenchmarksTraffic Sign Legibility Assessment on Traffic sign assessment datasetTraffic Sign Legibility Assessment on Traffic sign assessment datasetFollow0.7Mean Cosine SimilarityLLaVA0.480560.537530.59450.65147Jul 7, 2026Evaluation resultsMethodMethodLinksMean Cosine SimilarityMedian Cosine SimilarityStandard Deviation (S.D.)LLaVA2026.070.70.7140.148Qwen2026.070.6910.6930.143LLaVA2026.070.6730.660.157Qwen2026.070.6710.6610.16InternVL2026.070.5160.4980.143InternVL2026.070.4890.5110.144