Image Super-Resolution on 2K (test)
28.11PSNRLSM-S
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LSM-S# Params=9.9M, FLOPs=203.5G2026.06 | 28.11 | 0.7924 | |
| MambaIRv2-S# Params=9.8M, FLOPs=202.9G2026.06 | 28.07 | 0.7909 | |
| SwinIR# Params=11.9M, FLOPs=215.3G2026.06 | 27.99 | 0.7898 | |
| RCAN Original#Params=15.6M, #FLOPS=32.60G2024.02 | 26.39 | — | |
| RCAN + ClassSR#Params=30.1M, #FLOPS=21.22G2024.02 | 26.39 | — | |
| CAMixerSR-B Original#Params=765K, #FLOPS=1.96G2024.02 | 26.39 | — | |
| CAMixerSR-B + CAMixer#Params=765K, #FLOPS=1.49G2024.02 | 26.38 | — | |
| SwinIR-light Original#Params=930K, #FLOPS=2.10G2024.02 | 26.33 | — | |
| CAMixerSR-M Original#Params=535K, #FLOPS=1.37G2024.02 | 26.32 | — | |
| CAMixerSR-B ⊎ ClassSR#Params=820K, #FLOPS=1.37G2024.02 | 26.32 | — | |
| SRResNet + CAMixer#Params=925K, #FLOPS=3.24G2024.02 | 26.31 | — | |
| CAMixerSR-M + CAMixer#Params=535K, #FLOPS=1.03G2024.02 | 26.3 | — | |
| CAMixerSR-B + ClassSR#Params=1711K, #FLOPS=1.52G2024.02 | 26.28 | — | |
| CAMixerSR-S Original#Params=351K, #FLOPS=894M2024.02 | 26.26 | — | |
| CAMixerSR-B ⊎ CAMixer#Params=1711K, #FLOPS=1.11G2024.02 | 26.26 | — | |
| CAMixerSR-S + CAMixer#Params=351K, #FLOPS=652M2024.02 | 26.24 | — | |
| SRResNet + ARM-L#Params=1.5M, #FLOPS=4.00G2024.02 | 26.21 | — | |
| SRResNet + ClassSR#Params=3.1M, #FLOPS=3.62G2024.02 | 26.2 | — | |
| SRResNet + ARM-M#Params=1.5M, #FLOPS=3.48G2024.02 | 26.2 | — | |
| SRResNet Original#Params=1.5M, #FLOPS=5.20G2024.02 | 26.19 | — | |
| IMDN Original#Params=715K, #FLOPS=1.46G2024.02 | 26.19 | — | |
| SRResNet + ARM-S#Params=1.5M, #FLOPS=2.87G2024.02 | 26.18 | — |