It would be interesting to evaluate the multimodal architecture on other predicate-argument frameworks, e.g., script knowledge or VerbNet style Semantic Role Labeling.
the exploration our findings on visual contributions to FrameId in the context of further event prediction tasks forms an interesting next step.