Image Super-resolution on Set14 4x
28.99PSNRUCAN-L
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UCAN-Lscale=4×, #param=902K, MACs=48.4G2026.03 | 28.99 | 0.7917 | |
| UCANscale=4×, #param=705K, MACs=38.1G2026.03 | 28.95 | 0.7899 | |
| ESCscale=4×, #param=968K, MACs=149.2G2026.03 | 28.93 | 0.7902 | |
| ATD-lightscale=4×, #param=769K, MACs=100.1G2026.03 | 28.89 | 0.7886 | |
| ASID-D8scale=4×, #param=748K, MACs=49.6G2026.03 | 28.89 | 0.7898 | |
| HiT-SRFscale=4×, #param=866K, MACs=58.0G2026.03 | 28.87 | 0.788 | |
| RCANscale=4×, #param=15592K, MACs=917.6G2026.03 | 28.87 | 0.7889 | |
| MambaIRv2-lightscale=4x, #param=790K, MACS=75.6G2024.11 | 28.84 | 0.7878 | |
| MambaIRv2-lightscale=4×, #param=790K, MACs=75.6G2026.03 | 28.84 | 0.7878 | |
| SRFormer-lightscale=4x, #param=873K, MACS=62.8G2024.11 | 28.82 | 0.7872 | |
| SRFormer-lightscale=4×, #param=873K, MACs=62.8G2026.03 | 28.82 | 0.7872 | |
| RDNscale=4×, #param=22271K, MACs=1309.2G2026.03 | 28.81 | 0.7871 | |
| ELANscale=4x, #param=640K, MACS=54.1G2024.11 | 28.78 | 0.7858 | |
| OmniSRscale=4×, #param=792K, MACs=50.9G2026.03 | 28.78 | 0.7859 | |
| SwinIR-lightscale=4x, #param=930K, MACS=63.6G2024.11 | 28.77 | 0.7858 | |
| MambaIR-lightscale=4x, #param=924K, MACS=84.6G2024.11 | 28.74 | 0.7847 | |
| MambaIR-lightscale=4×, #param=924K, MACs=84.6G2026.03 | 28.74 | 0.7847 | |
| LatticeNetscale=4x, #param=777K, MACS=43.6G2024.11 | 28.68 | 0.783 | |
| CARNscale=4x, #param=1,592K, MACS=90.9G2024.11 | 28.6 | 0.7806 | |
| Pool-DIPScale=4x, pooling scale=72026.07 | 25.19 | 0.8 | |
| DevilScale=4x, channels=642026.07 | 25.17 | 0.803 | |
| DIPScale=4x2026.07 | 25.09 | 0.798 |