Super-Resolution on Set5 4x
32.68PSNRESC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESCscale=4×, #param=968K, MACs=149.2G2026.03 | 32.68 | 90.11 | |
| UCAN-Lscale=4×, #param=902K, MACs=48.4G2026.03 | 32.68 | 90.15 | |
| DBPN-RES-MR64-3# Parameters (M)=10.2M2019.04 | 32.65 | 89.9 | |
| UCANscale=4×, #param=705K, MACs=38.1G2026.03 | 32.65 | 90.1 | |
| SAN# Parameters (M)=15.7M2019.04 | 32.64 | 90 | |
| RCAN# Parameters (M)=16M2019.04 | 32.63 | 90 | |
| ATD-lightscale=4×, #param=769K, MACs=100.1G2026.03 | 32.63 | 89.98 | |
| RCANscale=4×, #param=15592K, MACs=917.6G2026.03 | 32.63 | 90.02 | |
| ASID-D8scale=4×, #param=748K, MACs=49.6G2026.03 | 32.57 | 89.9 | |
| HiT-SRFscale=4×, #param=866K, MACs=58.0G2026.03 | 32.55 | 89.99 | |
| SRFormer-lightscale=4x, #param=873K, MACS=62.8G2024.11 | 32.51 | 89.88 | |
| MambaIRv2-lightscale=4x, #param=790K, MACS=75.6G2024.11 | 32.51 | 89.92 | |
| SRFormer-lightscale=4×, #param=873K, MACs=62.8G2026.03 | 32.51 | 89.88 | |
| MambaIRv2-lightscale=4×, #param=790K, MACs=75.6G2026.03 | 32.51 | 89.92 | |
| OmniSRscale=4×, #param=792K, MACs=50.9G2026.03 | 32.49 | 89.88 | |
| RDN# Parameters (M)=22.3M2019.04 | 32.47 | 89.9 | |
| RDNscale=4×, #param=22271K, MACs=1309.2G2026.03 | 32.47 | 89.9 | |
| EDSR# Parameters (M)=43.2M2019.04 | 32.46 | 89.7 | |
| SwinIR-lightscale=4x, #param=930K, MACS=63.6G2024.11 | 32.44 | 89.76 | |
| ELANscale=4x, #param=640K, MACS=54.1G2024.11 | 32.43 | 89.75 | |
| MambaIR-lightscale=4x, #param=924K, MACS=84.6G2024.11 | 32.42 | 89.77 | |
| MambaIR-lightscale=4×, #param=924K, MACs=84.6G2026.03 | 32.42 | 89.77 | |
| D-DBPN# Parameters (M)=10.2M2019.04 | 32.4 | 89.7 | |
| LatticeNetscale=4x, #param=777K, MACS=43.6G2024.11 | 32.3 | 89.62 | |
| CARNscale=4x, #param=1,592K, MACS=90.9G2024.11 | 32.13 | 89.37 | |
| MSRN# Parameters (M)=6.3M2019.04 | 32.07 | 89 | |
| MS-LapSRN# Parameters (M)=0.22M2019.04 | 31.74 | 88.9 | |
| DRRN# Parameters (M)=0.30M2019.04 | 31.68 | 88.8 | |
| LapSRN# Parameters (M)=0.81M2019.04 | 31.54 | 88.5 | |
| DRCN# Parameters (M)=1.77M2019.04 | 31.53 | 88.4 | |
| VDSR# Parameters (M)=0.66M2019.04 | 31.35 | 88.2 | |
| FSRCNN# Parameters (M)=0.01M2019.04 | 30.71 | 86.5 | |
| SRCNN# Parameters (M)=0.05M2019.04 | 30.49 | 86.2 | |
| A+# Parameters (M)=-2019.04 | 30.3 | 85.9 | |
| Bicubic# Parameters (M)=-2019.04 | 28.42 | 81 |