Single Image Super-Resolution on Urban100 scale 2 (PSNR, SSIM)
33.34PSNRRCAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RCAN# Parameters (M)=16M2019.04 | 33.34 | 0.938 | |
| SAN# Parameters (M)=15.7M2019.04 | 33.1 | 0.937 | |
| DBPN-RES-MR64-3# Parameters (M)=5.82M2019.04 | 32.92 | 0.935 | |
| RDN# Parameters (M)=22.3M2019.04 | 32.89 | 0.935 | |
| SwinIR-light#Params (K)=878, #FLOPs (G)=195.6, Latency (ms)=2302022.03 | 32.76 | 0.934 | |
| ELAN-light#Params (K)=582, #FLOPs (G)=168.4, Latency (ms)=392022.03 | 32.76 | 0.934 | |
| ProposedTraining Dataset=DIV2K2016.11 | 32.63 | 0.933 | |
| ESRT#Params (K)=6772022.03 | 32.58 | 0.9318 | |
| D-DBPN# Parameters (M)=5.82M2019.04 | 32.51 | 0.932 | |
| LatticeNet#Params (K)=756, #FLOPs (G)=169.5, Latency (ms)=662022.03 | 32.25 | 0.9288 | |
| MSRN# Parameters (M)=6.3M2019.04 | 32.22 | 0.932 | |
| IMDN#Params (K)=694, #FLOPs (G)=158.8, Latency (ms)=542022.03 | 32.17 | 0.9283 | |
| LAPAR-A#Params (K)=548, #FLOPs (G)=171, Latency (ms)=732022.03 | 32.1 | 0.9283 | |
| SPBP-L+# of parameters=629K, Multi-Adds=184G, Self-ensemble=true2020.08 | 32.07 | 0.9277 | |
| EDSR-baseline#Params (K)=1370, #FLOPs (G)=316.3, Latency (ms)=712022.03 | 31.98 | 0.9272 | |
| CARN# of parameters=960K, Multi-Adds=223.7G2020.08 | 31.92 | 0.9256 | |
| CARN#Params (K)=1592, #FLOPs (G)=222.8, Latency (ms)=722022.03 | 31.92 | 0.9256 | |
| SPBP-L# of parameters=629K, Multi-Adds=184G2020.08 | 31.89 | 0.9262 | |
| FLSR# of parameters=717K, Multi-Adds=271.4G2020.08 | 31.72 | 0.9183 | |
| SRFBNs# of parameters=282K, Multi-Adds=679.7G2020.08 | 31.65 | 0.9232 | |
| SPBP-M# of parameters=159K, Multi-Adds=46.6G2020.08 | 31.43 | 0.9211 | |
| IDN# of parameters=591K, Multi-Adds=138.3G2020.08 | 31.27 | 0.9196 | |
| DRRN# Parameters (M)=0.30M2019.04 | 31.23 | 0.919 | |
| MS-LapSRN# Parameters (M)=0.22M2019.04 | 31.15 | 0.919 | |
| Proposed-PTraining Dataset=291 dataset2016.11 | 30.96 | 0.9169 | |
| VDSR# Parameters (M)=0.66M2019.04 | 30.77 | 0.914 | |
| VDSRTraining Dataset=291 dataset2016.11 | 30.76 | 0.914 | |
| DRCN# Parameters (M)=1.77M2019.04 | 30.76 | 0.913 | |
| VDSR# of parameters=665K, Multi-Adds=612.6G2020.08 | 30.76 | 0.914 | |
| DnCNN-3Training Dataset=291 dataset2016.11 | 30.75 | 0.9134 | |
| DBPN-SS# of parameters=109K, Multi-Adds=66.2G2020.08 | 30.67 | 0.9128 | |
| LapSRN# Parameters (M)=0.81M2019.04 | 30.41 | 0.91 | |
| SPBP-S# of parameters=24K, Multi-Adds=5.9G2020.08 | 30.37 | 0.9091 | |
| FSRCNN# of parameters=25K, Multi-Adds=15G2020.08 | 29.88 | 0.902 | |
| FSRCNN# Parameters (M)=0.01M2019.04 | 29.87 | 0.901 | |
| SRCNN# Parameters (M)=0.05M2019.04 | 29.52 | 0.895 | |
| SRCNN# of parameters=69K, Multi-Adds=63.8G2020.08 | 29.5 | 0.8946 | |
| ESPCN# of parameters=26K, Multi-Adds=6.17G2020.08 | 29.35 | 0.8937 | |
| A+# Parameters (M)=-2019.04 | 29.23 | 0.894 | |
| Bicubic# Parameters (M)=-2019.04 | 26.88 | 0.841 |