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 | ||
![]() |
65.71 |
![]() |
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 | ||
![]() |
82.36 |
![]() |
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 | ||
![]() |
91.03 |
![]() |
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 | ||
![]() |
94.68 |
![]() |
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 | ||
![]() |
93.39 |
![]() |
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 | ||
![]() |
93.86 |
![]() |
96.87 | ||||||











