Image Super-resolution on CBSD68 (PSNR, LPIPS)
26.25PSNRDNI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DNIw1=1.00, w2=0.00, Scale=x42023.04 | 26.25 | 0.132 | |
| tunable convolutions (Ours)w1=1.00, w2=0.00, Scale=x42023.04 | 26.1 | 0.129 | |
| DyNetw1=1.00, w2=0.00, Scale=x42023.04 | 26.08 | 0.13 | |
| CFSNetw1=1.00, w2=0.00, Scale=x42023.04 | 26.08 | 0.13 | |
| tunable convolutions (Ours)w1=0.75, w2=0.25, Scale=x42023.04 | 26.05 | 0.123 | |
| DyNetw1=0.75, w2=0.25, Scale=x42023.04 | 26 | 0.131 | |
| CFSNetw1=0.75, w2=0.25, Scale=x42023.04 | 25.98 | 0.128 | |
| DyNetw1=0.50, w2=0.50, Scale=x42023.04 | 25.82 | 0.128 | |
| tunable convolutions (Ours)w1=0.50, w2=0.50, Scale=x42023.04 | 25.82 | 0.115 | |
| CFSNetw1=0.50, w2=0.50, Scale=x42023.04 | 25.62 | 0.125 | |
| tunable convolutions (Ours)w1=0.25, w2=0.75, Scale=x42023.04 | 25.42 | 0.111 | |
| DyNetw1=0.25, w2=0.75, Scale=x42023.04 | 25.24 | 0.118 | |
| CFSNetw1=0.25, w2=0.75, Scale=x42023.04 | 24.98 | 0.118 | |
| CFSNetw1=0.00, w2=1.00, Scale=x42023.04 | 24.08 | 0.117 | |
| DyNetw1=0.00, w2=1.00, Scale=x42023.04 | 23.99 | 0.117 | |
| tunable convolutions (Ours)w1=0.00, w2=1.00, Scale=x42023.04 | 23.61 | 0.116 | |
| DNIw1=0.00, w2=1.00, Scale=x42023.04 | 22.88 | 0.13 | |
| DNIw1=0.25, w2=0.75, Scale=x42023.04 | 17.17 | 0.141 | |
| DNIw1=0.75, w2=0.25, Scale=x42023.04 | 16.27 | 0.141 | |
| DNIw1=0.50, w2=0.50, Scale=x42023.04 | 14.83 | 0.141 |