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.
Prostatd: A large-scale multi-source dataset for structured surgical triplet detection.arXiv preprint arXiv:2506.01130, 2025
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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.