Research Article
SAL-Net: Self-Supervised Attribute Learning for Object Recognition and Segmentation
Table 3
Effectiveness of the proposed Fusion NMS on Pascal VOC.
| Module | AP | AP50 | AP75 | APL | ARL | AR1 | AR10 | AR100 |
| Without NMS (baseline) | 2.1 | 6.0 | 0.8 | 2.9 | 20.0 | 6.6 | 14.0 | 14.7 | Mask NMS [58] | 2.5 | 8.2 | 0.7 | 3.5 | 11.1 | 6.6 | 8.4 | 8.4 | Matrix NMS [59] | 2.8 | 9.2 | 0.8 | 3.8 | 14.7 | 6.3 | 10.4 | 10.9 | Fusion NMS (ours) | 7.7 | 19.1 | 5.5 | 10.7 | 20.9 | 13.6 | 15.6 | 15.6 |
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