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Benchmarks
Surgical Component Detection on CholecT50 (test)
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92.1
AP (Instrument)
Tripnet
47.172
58.836
70.5
82.164
Sep 7, 2021
AP (Instrument)
AP (Video Frame)
AP (Tool)
Updated 4d ago
Evaluation Results
Method
Method
Links
AP (Instrument)
AP (Video Frame)
AP (Tool)
Tripnet
Category=SOTA
2021.09
92.1
54.5
33.2
Attention Tripnet
Category=Ours
2021.09
92
60.2
38.5
Rendezvous
Category=Ours
2021.09
92
60.7
38.3
MTL
Category=Naive Baseline
2021.09
84.5
48.4
28.2
CNN
Category=Naive Baseline
2021.09
57.7
39.2
28.3
TCN
Category=Naive Baseline
2021.09
48.9
29.4
21.4
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