Surgical Tool Detection On Cholec80

mAP

Results

Performance results of various models on this benchmark

		Paper Title
MoCo V2 Surg SSL - FCN head	93.5	Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
ConvLSTM tracker	92.9	Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos
MTRCNet-CL	89.1	Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis
FCN	87.4	Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos
EndoNet	81.0	EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos
ToolNet	80.9	EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos

0 of 6 row(s) selected.