Surgical Tool Detection On Cholec80
评估指标
mAP
评测结果
各个模型在此基准测试上的表现结果
模型名称 | mAP | Paper Title | Repository |
|---|---|---|---|
| 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 | |
| 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 | |
| MTRCNet-CL | 89.1 | Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis | |
| ToolNet | 80.9 | EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos |
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