A unified spatial-relational-temporal model improves surgical triplet recognition AP_IVT by 5.1% and 7.8% relative on CholecT45 and ProstaTD, and proposes a new TCER metric for triplet consistency.
Mt4mtl-kd: A multi-teacher knowledge distillation framework for triplet recognition
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TRCoRSurg: Temporal-Relational Co-Reasoning for Surgical Video Triplet Recognition
A unified spatial-relational-temporal model improves surgical triplet recognition AP_IVT by 5.1% and 7.8% relative on CholecT45 and ProstaTD, and proposes a new TCER metric for triplet consistency.