MARIO combines pixel, box, polygon, scribble, and point supervision in a single transformer model, reaching 85.8% Dice on polyp segmentation benchmarks.
MARIO unifies five annotation types: pixel-level, polygon-level, box-level, scribble-level, and point-level
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MARIO: A Mixed Annotation Framework For Polyp Segmentation
MARIO combines pixel, box, polygon, scribble, and point supervision in a single transformer model, reaching 85.8% Dice on polyp segmentation benchmarks.