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Benchmarks
Instrument Segmentation on EndoVis α = 0.8 2018 (Noisy)
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41.36
mIOU
MS-TFAL
31.9064
34.3607
36.815
39.2693
Jul 12, 2023
mIOU
mIOU (Seq 1)
mIOU (Seq 2)
mIOU (Seq 3)
mIOU (Seq 4)
Dice Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIOU
mIOU (Seq 1)
mIOU (Seq 2)
mIOU (Seq 3)
mIOU (Seq 4)
Dice Score
MS-TFAL
noise_ratio=0.8
2023.07
41.36
36.33
41.65
59.57
27.88
51.01
JCAS
noise_ratio=0.8
2023.07
35.99
28.29
38.06
51
26.66
44.75
VolMin
noise_ratio=0.8
2023.07
33.85
28.4
39.38
43.76
23.9
42.63
Deeplabv3+
noise_ratio=0.8
2023.07
33.35
27.57
35.69
45.3
24.86
42.22
RAUNet
noise_ratio=0.8
2023.07
33.25
30.23
34.95
44.99
22.88
43.67
STswin
noise_ratio=0.8
2023.07
32.27
28.92
34.48
42.97
22.72
42.61
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