ResearchBenchmarksVision-to-Chart buoy association on ATON (val)Vision-to-Chart buoy association on ATON (val)Follow86.27Precision (P)QueryMLP79.437281.211182.98584.7589May 21, 2026Evaluation resultsMethodMethodLinksPrecision (P)Recall (R)F1 ScoremIoUOverall ScoreQueryMLPsplit=validation, logi...split=validation, logit bias=-0.52026.0586.2777.6181.7167.5374.62Baselinesplit=validation, logi...split=validation, logit bias=-0.252026.0579.779.1279.4164.4571.93