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Testing Larger Spatial Contexts

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Background: The computational cost of Transformer architectures, particularly those incorporating spatial context, increases quadratically with larger input sizes due to the spatial transformer stage.

Question / Future Work: The potential benefits of spatial input sizes larger than the tested 30 x 30 pixel extent remain untested due to the high computational cost, and future work should address the trade-off between increased context and computational feasibility.

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