Classical Image Super-Resolution on Set5 2
38.44PSNRMAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MANScale=x2, #Params=8.7M, self-ensemble=true2022.09 | 38.44 | 96.23 | |
| MANScale=x2, #Params=8.7M, #FLOPS=1.7T2022.09 | 38.42 | 96.22 | |
| SwinIRScale=x2, #Params=11.8M, #FLOPS=2.3T, pre-training=true2022.09 | 38.42 | 96.23 | |
| DFSAScale=x2, self-ensemble=true2022.09 | 38.38 | 96.2 | |
| NLSAScale=x2, #Params=41.8M, #FLOPS=9.6T2022.09 | 38.34 | 96.18 | |
| SANScale=x2, #Params=15.9M, #FLOPS=3.1T2022.09 | 38.31 | 96.2 | |
| RCANScale=x2, #Params=15.4M, #FLOPS=3.5T2022.09 | 38.27 | 96.14 | |
| HANScale=x2, #Params=63.6M, #FLOPS=14.6T2022.09 | 38.27 | 96.14 | |
| IGNNScale=x2, #Params=49.5M2022.09 | 38.24 | 96.13 | |
| MANScale=x3, #Params=8.7M, self-ensemble=true2022.09 | 34.97 | 93.15 | |
| SwinIRScale=x3, #Params=11.9M, #FLOPS=1.0T, pre-training=true2022.09 | 34.97 | 93.18 | |
| DFSAScale=x3, self-ensemble=true2022.09 | 34.92 | 93.12 | |
| MANScale=x3, #Params=8.7M, #FLOPS=0.8T2022.09 | 34.91 | 93.12 | |
| NLSAScale=x3, #Params=44.7M, #FLOPS=4.6T2022.09 | 34.85 | 93.06 | |
| SANScale=x3, #Params=15.9M, #FLOPS=1.6T2022.09 | 34.75 | 93 | |
| HANScale=x3, #Params=64.3M, #FLOPS=6.5T2022.09 | 34.75 | 92.99 | |
| RCANScale=x3, #Params=15.6M, #FLOPS=1.6T2022.09 | 34.74 | 92.99 | |
| IGNNScale=x3, #Params=49.5M2022.09 | 34.72 | 92.98 | |
| SwinIRScale=x4, #Params=11.9M, #FLOPS=0.6T, pre-training=true2022.09 | 32.92 | 90.44 | |
| MANScale=x4, #Params=8.7M, self-ensemble=true2022.09 | 32.87 | 90.3 | |
| MANScale=x4, #Params=8.7M, #FLOPS=0.4T2022.09 | 32.81 | 90.24 | |
| DFSAScale=x4, self-ensemble=true2022.09 | 32.79 | 90.19 | |
| SANScale=x4, #Params=15.9M, #FLOPS=0.9T2022.09 | 32.64 | 90.03 | |
| HANScale=x4, #Params=64.2M, #FLOPS=3.8T2022.09 | 32.64 | 90.02 | |
| RCANScale=x4, #Params=15.6M, #FLOPS=0.9T2022.09 | 32.63 | 90.02 | |
| NLSAScale=x4, #Params=44.2M, #FLOPS=3.0T2022.09 | 32.59 | 90 | |
| IGNNScale=x4, #Params=49.5M2022.09 | 32.57 | 89.98 |