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. 2023 Jan 8;77:102370. doi: 10.1016/j.displa.2023.102370

Table 7.

Comparison of OA (%) for different methods at different noise levels.

Dataset Method 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 Average
Tawsifur NLA 95.93 92.50 90.72 84.43 75.36 71.36 70.29 62.29 80.36
ICL 96.79 95.43 94.14 76.36 88.50 85.79 75.29 62.43 84.34
mRD 97.71 94.93 92.29 90.43 79.86 70.00 74.50 59.57 82.41
SIPB 99.21 99.17 97.50 96.29 93.14 86.86 79.14 73.14 90.56
SLIPR 99.64 99.36 99.64 99.43 98.93 98.57 96.64 95.07 98.41
SLIPR-c 100 99.64 100 100 99.93 100 97.36 97.14 99.26
Skytells NLA 95.74 92.13 87.34 80.39 78.16 68.66 60.39 55.93 77.34
ICL 99.02 93.77 87.41 87.01 85.57 81.12 77.05 69.77 85.09
mRD 97.90 95.54 90.82 87.87 84.92 81.97 63.87 60.72 82.95
SIPB 99.34 98.69 98.43 96.53 89.84 81.44 75.44 68.98 88.59
SLIPR 98.82 98.75 98.82 99.08 97.97 99.48 91.41 82.10 95.80
SLIPR-c 99.54 99.02 99.48 99.02 99.61 99.67 94.43 87.28 97.26
CXRs NLA 95.02 91.76 90.37 75.59 74.04 60.82 60.82 61.80 76.28
ICL 95.51 91.18 92.74 78.20 75.1 74.69 70.61 66.45 80.56
mRD 95.51 94.04 84.90 78.20 70.37 55.35 56.98 53.63 73.62
SIPB 96.57 93.39 93.55 90.49 89.39 82.78 72.25 63.92 85.29
SLIPR 93.88 92.82 90.69 95.02 91.84 92.82 90.78 90.20 92.26
SLIPR-c 94.29 94.37 89.39 95.59 92.33 93.06 91.43 93.55 93.00

Note: bold numbers represent the best results.