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Benchmarks
Instrument Segmentation on EndoVis 2018 α = 0.3 (Noisy)
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52.91
mIOU
MS-TFAL
47.4292
48.8521
50.275
51.6979
Jul 12, 2023
mIOU
mIOU (Seq 1)
mIOU (Seq 2)
mIOU (Seq 3)
mIOU (Seq 4)
Dice
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIOU
mIOU (Seq 1)
mIOU (Seq 2)
mIOU (Seq 3)
mIOU (Seq 4)
Dice
MS-TFAL
noise_ratio=0.3
2023.07
52.91
49.48
51.6
71.08
39.52
62.91
Deeplabv3+
noise_ratio=0.3
2023.07
50.42
49.9
48.5
67.18
36.1
60.6
RAUNet
noise_ratio=0.3
2023.07
50.36
44.97
48.06
68.9
39.53
60.61
STswin
noise_ratio=0.3
2023.07
50.29
49.96
48.67
66.52
35.99
60.62
JCAS
noise_ratio=0.3
2023.07
48.65
48.77
46.6
64.83
34.39
58.97
VolMin
noise_ratio=0.3
2023.07
47.64
45.6
45.31
64.01
35.63
57.42
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