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Benchmarks
Tissue Segmentation on CholecSeg8K corrupted (test)
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1.85
Precision
FGRM
0.8412
1.1031
1.365
1.6269
Nov 5, 2023
Precision
Boundary Recall
Updated 3d ago
Evaluation Results
Method
Method
Links
Precision
Boundary Recall
FGRM
Runtime (ms)=0.052
2023.11
1.85
47
NatPN
Runtime (ms)=0.052
2023.11
1.56
31
LDU
Runtime (ms)=0.054
2023.11
1.44
35
ConfidNet
Runtime (ms)=0.057
2023.11
1.41
32
Auxiliary feat.
Runtime (ms)=0.055
2023.11
1.33
28
DUM
Runtime (ms)=0.055
2023.11
1.2
27
LHU
Runtime (ms)=0.054
2023.11
1.16
12
MC-dropout
Runtime (ms)=0.510
2023.11
1.03
15
Layer Ensemble
Runtime (ms)=0.072
2023.11
1
16
Deep Ensemble
Runtime (ms)=0.201
2023.11
0.92
12
Segmentation Backbone
Runtime (ms)=0.052
2023.11
0.88
8
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