Table 10 Shows the mAcc values for multiple categories average among different low-light enhancement methods.
From: CUI-Net: a correcting uneven illumination net for low-light image enhancement
Method | RO | SI | BU | WA | FE | PO | TL | TS | VE | TE | SK | PE | RI | CA | TR | MO | BI | mAcc |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Base | 92.1 | 69.8 | 71.9 | 36.8 | 29.3 | 85.3 | 73.3 | 60.0 | 36.1 | 22.6 | 45.7 | 43.9 | 14.4 | 74.9 | 87.2 | 6.0 | 54.0 | 50.2 |
EnGAN | 96.2 | 82.4 | 86.8 | 47.2 | 41.9 | 69.6 | 76.4 | 51.7 | 84.1 | 11.1 | 91.8 | 29.4 | 14.5 | 84.5 | 93.4 | 2.9 | 66.3 | 57.2 |
KinD | 95.7 | 70.5 | 86.8 | 45.7 | 31.9 | 73.4 | 71.7 | 54.4 | 79.1 | 8.7 | 92.9 | 31.4 | 15.2 | 83.7 | 79.5 | 3.8 | 32.3 | 53.2 |
ZeroDCE | 94.6 | 85.5 | 87.6 | 43.7 | 46.1 | 76.8 | 80.2 | 53.0 | 86.1 | 12.2 | 88.0 | 40.6 | 11.6 | 80.5 | 96.0 | 3.1 | 48.1 | 57.4 |
DCE++ | 95.5 | 69.8 | 85.6 | 32.7 | 55.5 | 72.3 | 72.9 | 46.8 | 77.1 | 34.9 | 85.0 | 24.2 | 3.5 | 70.1 | 87.2 | 5.2 | 49.7 | 53.8 |
RUAS | 91.7 | 85.3 | 90.9 | 48.0 | 38.9 | 73.5 | 57.8 | 38.4 | 73.0 | 11.4 | 93.5 | 19.0 | 0.9 | 71.7 | 79.4 | 1.8 | 28.3 | 50.2 |
SCI | 96.4 | 78.0 | 88.2 | 59.4 | 44.2 | 75.4 | 72.1 | 58.2 | 80.8 | 10.1 | 86.4 | 37.9 | 15.4 | 81.8 | 96.5 | 2.9 | 18.1 | 55.7 |
Ureti | 95.1 | 85.4 | 87.4 | 42.6 | 37.3 | 61.8 | 68.5 | 56.4 | 81.3 | 9.7 | 94.7 | 34.5 | 9.8 | 78.1 | 94.6 | 2.7 | 34.3 | 54.1 |
CUI | 96.9 | 84.3 | 87.8 | 56.5 | 48.5 | 74.3 | 76.1 | 65.4 | 82.2 | 23.8 | 90.8 | 48.2 | 38.3 | 79.2 | 95.5 | 18.7 | 55.9 | 62.4 |
