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. 2021 Feb 26;22(18):17431–17438. doi: 10.1109/JSEN.2021.3062442

TABLE VIII. Comparison to State-of-the-Art Algorithms.

Model C Sen Prc F1 Model C Sen Prc F1
ELMBA [5] 1 62.63 67.61 65.03 RCBBO [6] 1 71.93 84.19 77.58
2 64.29 65.10 64.69 2 72.86 72.73 72.79
3 71.86 66.77 69.22 3 73.56 76.41 74.96
4 63.93 63.52 63.73 4 80.66 68.91 74.32
Inline graphic 65.71 Inline graphic 74.85
GN [7] 1 81.75 83.07 82.40 RN18 [8] 1 82.81 82.66 82.73
2 86.07 82.39 84.19 2 81.07 74.43 77.61
3 80.51 84.07 82.25 3 74.24 76.98 75.58
4 81.31 80.13 80.72 4 82.13 86.38 84.20
Inline graphic 82.36 Inline graphic 80.04
5LSP [9] 1 93.16 91.39 92.27 7LSP [10] 1 89.47 93.58 91.48
2 93.21 91.10 92.14 2 93.93 92.44 93.18
3 91.53 91.53 91.53 3 93.73 95.18 94.45
4 86.56 90.10 88.29 4 95.08 91.34 93.17
Inline graphic 91.03 Inline graphic 93.09
FCONet [11] 1 92.28 95.64 93.93 DLA [12] 1 87.89 91.59 89.70
2 96.79 94.43 95.59 2 80.89 85.47 83.12
3 94.75 95.88 95.31 3 83.22 82.11 82.66
4 94.92 92.94 93.92 4 92.30 85.95 89.01
Inline graphic 94.68 Inline graphic 86.18
CSS [13] 1 94.04 92.25 93.14 DeCov Net [14] 1 91.05 90.58 90.81
2 93.75 95.11 94.42 2 93.75 90.99 92.35
3 91.36 93.58 92.45 3 90.51 86.97 88.70
4 94.43 92.75 93.58 4 88.69 95.58 92.01
Inline graphic 93.39 Inline graphic 90.94
SMO [15] 1 97.02 92.63 94.77 AVNC (Ours) 1 97.19 96.18 96.68
2 89.11 95.23 92.07 2 97.68 96.64 97.16
3 94.92 94.92 94.92 3 95.25 97.57 96.40
4 94.26 92.89 93.57 4 97.38 97.06 97.22
Inline graphic 93.86 Inline graphic 96.87