Introduces SIA-RAPN benchmark of 50 clinical videos with 12 fine-grained renorrhaphy action labels and evaluates four temporal segmentation models, with DiffAct leading on most metrics.
Jhu-isi gesture and skill assessment working set (jigsaws): A surgical activity dataset for human motion modeling
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Fine-Grained Action Segmentation for Renorrhaphy in Robot-Assisted Partial Nephrectomy
Introduces SIA-RAPN benchmark of 50 clinical videos with 12 fine-grained renorrhaphy action labels and evaluates four temporal segmentation models, with DiffAct leading on most metrics.