ResearchBenchmarksVisual Question Answering on VQAv2, TextVQA, and GQA AggregateFollow824Latency (ms)Edge760.641,188.321,6162,043.68May 13, 2026Evaluation ResultsMethodMethodLinksLatency (ms)Energy (J)AccuracyEdge Execution ShareEdgeStrategy=EdgeStrategy=Edge2026.058247.466.5100ImageStrategy=ImageStrategy=Image2026.051,1811268.678INAR-VLStrategy=INAR-VLStrategy=INAR-VL2026.051,82619.272.136StaticStrategy=StaticStrategy=Static2026.051,95420.771.231TextStrategy=TextStrategy=Text2026.052,10221.171.424CloudStrategy=CloudStrategy=Cloud2026.052,4082674.40