Table 1 The average scores for PSNR36, SSIM37, UCIQE38, UIQM39 and Mean using different methods on TEST-485 and TEST-90. The best and second-best performances are highlighted in italics and bold, respectively.
From: Underwater image enhancement via multiscale disentanglement strategy
Methods | LSUI34 | UIEB35 | Mean\(\uparrow\) | ||||||
|---|---|---|---|---|---|---|---|---|---|
PSNR\(\uparrow\) | SSIM\(\uparrow\) | UCIQE\(\uparrow\) | UIQM\(\uparrow\) | PSNR\(\uparrow\) | SSIM\(\uparrow\) | UCIQE\(\uparrow\) | UIQM\(\uparrow\) | ||
Raw | 21.3238 | 0.7653 | 0.5394 | 2.6601 | 19.1723 | 0.7490 | 0.5342 | 2.6986 | 6.0553 |
DCP29 | 18.8433 | 0.6808 | 0.5560 | 2.0333 | 16.4304 | 0.6717 | 0.5541 | 2.1547 | 5.2405 |
UDCP17 | 13.8345 | 0.5536 | 0.5715 | 2.1041 | 12.4918 | 0.5539 | 0.5886 | 1.9429 | 4.0801 |
ACDC13 | 18.5840 | 0.7246 | 0.5431 | 3.3593 | 20.2744 | 0.8174 | 0.5527 | 3.3564 | 6.0264 |
PUIE-Net31 | 20.3833 | 0.8310 | 0.5427 | 3.1344 | 20.8352 | 0.8322 | 0.5461 | 3.2187 | 6.2905 |
P2CNet32 | 12.2433 | 0.4465 | 0.5341 | 1.7744 | 12.7950 | 0.4572 | 0.5250 | 1.9277 | 3.8379 |
UIEF30 | 18.6483 | 0.8083 | 0.5629 | 3.2269 | 20.4065 | 0.8729 | 0.5743 | 3.3713 | 6.0589 |
TCTL-Net33 | 15.1438 | 0.6586 | 0.5479 | 2.0717 | 15.5655 | 0.7213 | 0.5475 | 2.1192 | 4.6719 |
MD-Net | 23.2144 | 0.8365 | 0.5767 | 3.2426 | 24.0474 | 0.8919 | 0.5869 | 3.3592 | 7.0945 |
