Image Rescaling on Set14 (PSNR, SSIM)
43.12PSNRBAIRNet†
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BAIRNet†Scale=x1.52022.03 | 43.12 | 0.976 | |
| IRNScale=x1.52022.03 | 39.52 | 0.9795 | |
| Meta-SRScale=x1.52022.03 | 37.52 | 0.9601 | |
| ArbSRScale=x1.52022.03 | 37.51 | 0.9603 | |
| LIIFScale=x1.52022.03 | 37.37 | 0.9591 | |
| CARScale=x1.52022.03 | 37.08 | 0.9596 | |
| RCANScale=x1.52022.03 | 37.05 | 0.9578 | |
| BAIRNet†Scale=x2.52022.03 | 36.62 | 0.9469 | |
| IRNScale=x2.52022.03 | 36.39 | 0.9553 | |
| CARScale=x2.52022.03 | 33.78 | 0.9169 | |
| IRNScale=x3.52022.03 | 33.65 | 0.9196 | |
| BAIRNet†Scale=x3.52022.03 | 32.97 | 0.9074 | |
| BicubicScale=x1.52022.03 | 32.86 | 0.9268 | |
| IRNScale=4x, Parameters=4.35M2020.05 | 32.67 | 0.9015 | |
| ArbSRScale=x2.52022.03 | 31.99 | 0.883 | |
| Meta-SRScale=x2.52022.03 | 31.9 | 0.8814 | |
| RCANScale=x2.52022.03 | 31.69 | 0.8815 | |
| LIIFScale=x2.52022.03 | 31.64 | 0.8813 | |
| CARScale=x3.52022.03 | 31.38 | 0.8643 | |
| CAR & EDSRScale=4x, Parameters=52.8M2020.05 | 30.31 | 0.8382 | |
| IRN+Scale=4x, Parameters=4.35M2020.05 | 29.97 | 0.8444 | |
| Meta-SRScale=x3.52022.03 | 29.6 | 0.814 | |
| ArbSRScale=x3.52022.03 | 29.58 | 0.8147 | |
| RCANScale=x3.52022.03 | 29.24 | 0.8141 | |
| LIIFScale=x3.52022.03 | 29.2 | 0.8131 | |
| Bicubic & ESRGANScale=4x, Parameters=16.3M2020.05 | 29 | 0.7915 | |
| Bicubic & EDSRScale=4x, Parameters=43.1M2020.05 | 28.94 | 0.7901 | |
| Bicubic & SANScale=4x, Parameters=15.7M2020.05 | 28.92 | 0.7888 | |
| Bicubic & RCANScale=4x, Parameters=15.6M2020.05 | 28.87 | 0.7889 | |
| Bicubic & RDNScale=4x, Parameters=22.3M2020.05 | 28.81 | 0.7871 | |
| TAD & TAUScale=4x2020.05 | 28.63 | — | |
| BicubicScale=x2.52022.03 | 28.52 | 0.8196 | |
| Bicubic & SRCNNScale=4x, Parameters=57.3K2020.05 | 27.5 | 0.7513 | |
| BicubicScale=x3.52022.03 | 26.52 | 0.7362 | |
| Bicubic & BicubicScale=4x2020.05 | 26 | 0.7027 |