| Set5: butterfly.png | size: 256x256 | ||
|---|---|---|---|
Original | 
Bicubic interpolation | 
Nearest neighbor interpolation | 
Lanczos interpolation |
| PSRN / SSIM / Speed (CPU) | 26.6645 / 0.9048 / 0.000201 | 23.6854 / 0.8698 / 0.000075 | 26.9476 / 0.9075 / 0.001039 |
ESPCN | 
FSRCNN | 
LapSRN | 
EDSR |
| 29.0341 / 0.9354 / 0.004157 | 29.0077 / 0.9345 / 0.006325 | 27.8212 / 0.9230 / 0.037937 | 30.0347 / 0.9453 / 2.077280 |
3x scaling factor
| Urban100: img_001.png | size: 1024x644 | ||
|---|---|---|---|
Original | 
Bicubic interpolation | 
Nearest neighbor interpolation | 
Lanczos interpolation |
| PSRN / SSIM / Speed (CPU) | 27.0474 / 0.8484 / 0.000391 | 26.0842 / 0.8353 / 0.000236 | 27.0704 / 0.8483 / 0.002234 |
ESPCN | 
FSRCNN | LapSRN is not trained for 3x because of its architecture | 
EDSR |
| 28.0118 / 0.8588 / 0.030748 | 28.0184 / 0.8597 / 0.094173 | 30.5671 / 0.9019 / 9.517580 |
4x scaling factor
| Set14: comic.png | size: 250x361 | ||
|---|---|---|---|
Original | 
Bicubic interpolation | 
Nearest neighbor interpolation | 
Lanczos interpolation |
| PSRN / SSIM / Speed (CPU) | 19.6766 / 0.6413 / 0.000262 | 18.5106 / 0.5879 / 0.000085 | 19.4948 / 0.6317 / 0.001098 |
ESPCN | 
FSRCNN | 
LapSRN | 
EDSR |
| 20.0417 / 0.6302 / 0.001894 | 20.0885 / 0.6384 / 0.002103 | 20.0676 / 0.6339 / 0.061640 | 20.5233 / 0.6901 / 0.665876 |
8x scaling factor
| Div2K: 0006.png | size: 1356x2040 | |
|---|---|---|
Original | 
Bicubic interpolation | 
Nearest neighbor interpolation |
| PSRN / SSIM / Speed (CPU) | 26.3139 / 0.8033 / 0.001107 | 23.8291 / 0.7340 / 0.000611 |
Lanczos interpolation | 
LapSRN | |
| 26.1565 / 0.7962 / 0.004782 | 26.7046 / 0.7987 / 2.274290 |