| Paper | Code | mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | ✓ Link | 93.5 | MoCo V2 Surg SSL - FCN head | 2022-07-01 |
| Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos | ✓ Link | 92.9 | ConvLSTM tracker | 2018-12-04 |
| Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis | ✓ Link | 89.1 | MTRCNet-CL | 2019-07-13 |
| Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos | ✓ Link | 87.4 | FCN | 2018-06-14 |
| EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos | ✓ Link | 81.0 | EndoNet | 2016-02-09 |
| EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos | ✓ Link | 80.9 | ToolNet | 2016-02-09 |