16k on Cholec80

Metric: mAP (higher is better)

LeaderboardDataset

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#	Model↕	mAP▼	Augmentations	Paper	Date↕	Code
1	MoCo V2 Surg SSL - FCN head	93.5	No	Dissecting Self-Supervised Learning Methods for ...	2022-07-01	Code
2	ConvLSTM tracker	92.9	No	Weakly Supervised Convolutional LSTM Approach fo...	2018-12-04	Code
3	MTRCNet-CL	89.1	No	Multi-Task Recurrent Convolutional Network with ...	2019-07-13	Code
4	FCN	87.4	No	Weakly-Supervised Learning for Tool Localization...	2018-06-14	Code
5	EndoNet	81	No	EndoNet: A Deep Architecture for Recognition Tas...	2016-02-09	Code
6	ToolNet	80.9	No	EndoNet: A Deep Architecture for Recognition Tas...	2016-02-09	Code

#1MoCo V2 Surg SSL - FCN headSOTA
93.5
mAP· 2022-07-01
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Code
#2ConvLSTM trackerSOTA
92.9
mAP· 2018-12-04
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos Code
#3MTRCNet-CL
89.1
mAP· 2019-07-13
Multi-Task Recurrent Convolutional Network with Correlation Loss for Surgical Video Analysis Code
#4FCNSOTA
87.4
mAP· 2018-06-14
Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos Code
#5EndoNetSOTA
81
mAP· 2016-02-09
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos Code
#6ToolNet
80.9
mAP· 2016-02-09
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos Code