ConvLSTM tracker

Reported on 5 benchmarks across 5 tasks · 1 paper · 5 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

3DonCholec80
mAP· 2018-12-04
92.9
best: 93.5 (MoCo V2 Surg SSL - FCN head)
SOTA
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos arXiv:1812.01366
2D ClassificationonCholec80
mAP· 2018-12-04
92.9
best: 93.5 (MoCo V2 Surg SSL - FCN head)
SOTA
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos arXiv:1812.01366
2D Object DetectiononCholec80
mAP· 2018-12-04
92.9
best: 93.5 (MoCo V2 Surg SSL - FCN head)
SOTA
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos arXiv:1812.01366
16konCholec80
mAP· 2018-12-04
92.9
best: 93.5 (MoCo V2 Surg SSL - FCN head)
SOTA
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos arXiv:1812.01366

Computer Vision1 result

Object DetectiononCholec80
mAP· 2018-12-04
92.9
best: 93.5 (MoCo V2 Surg SSL - FCN head)
SOTA
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic Videos arXiv:1812.01366