Table 3.
Ablation experiment results of the three sub-modules. The “√” indicates that the corresponding sub-module has been added to the framework.
Denoising | Deblurring | Color Correction | mAP@0.5 | mAP@0.7 | |
---|---|---|---|---|---|
① | 0.634 | 0.477 | |||
② | √ | 0.656 | 0.506 | ||
③ | √ | 0.655 | 0.501 | ||
④ | √ | 0.638 | 0.495 | ||
⑤ | √ | √ | 0.662 | 0.515 | |
⑥ | √ | √ | 0.657 | 0.507 | |
⑦ | √ | √ | √ | 0.694 | 0.538 |