Table 2 Average super-resolution results for all test images. The unit of PSNR is decibel (dB).
Method | Length–width ratio 3 | Length–width ratio 4 | Length–width ratio 5 | Length–width ratio 6 | Length–width ratio 7 | Length–width ratio 8 | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | PSNR | SSIM | |
SRGAN | 29.63 | 0.8915 | 28.34 | 0.8632 | 27.86 | 0.8513 | 26.83 | 0.8249 | 26.19 | 0.8075 | 25.76 | 0.7957 |
EDSR | 30.18 | 0.9109 | 28.90 | 0.8695 | 28.46 | 0.8521 | 27.47 | 0.8218 | 27.09 | 0.8066 | 26.41 | 0.7847 |
SRMD | 30.39 | 0.9227 | 29.40 | 0.8967 | 28.89 | 0.8825 | 28.02 | 0.8584 | 27.21 | 0.8348 | 26.64 | 0.8193 |
FSSR | 30.10 | 0.9092 | 28.88 | 0.8794 | 28.55 | 0.8713 | 27.62 | 0.8477 | 26.73 | 0.8253 | 26.49 | 0.8084 |
Real-ESRGAN | 29.54 | 0.8879 | 28.69 | 0.8502 | 28.22 | 0.8264 | 26.86 | 0.7837 | 26.34 | 0.7597 | 25.90 | 0.7402 |