ResearchBenchmarksInference Efficiency on Medical VQA Suite (PMC-VQA, PathVQA, SLAKE, VQA-RAD, Omni, MMMU-Med, MedXpertQA)Inference Efficiency on Medical VQA Suite (PMC-VQA, PathVQA, SLAKE, VQA-RAD, Omni, MMMU-Med, MedXpertQA)Follow11Inference Time (min)ViToS3.3654.93106.5158.07Jun 30, 2026Evaluation resultsMethodMethodLinksInference Time (min)ViToSScales=7BScales=7B2026.0611PDropScales=7BScales=7B2026.0647VisionZipScales=7BScales=7B2026.0650FastVScales=7BScales=7B2026.0652ViToSScales=32BScales=32B2026.0653VScanScales=7BScales=7B2026.0654FastVScales=32BScales=32B2026.06171VisionZipScales=32BScales=32B2026.06172VScanScales=32BScales=32B2026.06184PDropScales=32BScales=32B2026.06202