Image Super-Resolution on Manga109 x4
30.82PSNR (dB)SMFANet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SMFANetSource=ECCV24, # Params=197K2026.05 | 30.82 | 91.04 | |
| EchoSR-liteSource=Ours, # Params=257K2026.05 | 30.8 | 91.04 | |
| ShuffleMixerSource=NIPS22, # Params=411K2026.05 | 30.65 | 90.93 | |
| DDistill-SRSource=TMM23, # Params=434K2026.05 | 30.48 | 90.9 | |
| SAFMNSource=ICCV23, # Params=240K2026.05 | 30.43 | 90.63 | |
| SRConv-TSource=IJCV25, # Params=382K2026.05 | 30.35 | 90.75 | |
| IDC (ours)Backbone=MambaIRv2 [15], Condense Ratio=10%2025.05 | 29.26 | — | |
| WholeBackbone=MambaIRv2 [15], Condense Ratio=100%2025.05 | 29.22 | — | |
| DCSRBackbone=MambaIRv2 [15], Condense Ratio=10%2025.05 | 29.14 | — | |
| RandomBackbone=MambaIRv2 [15], Condense Ratio=10%2025.05 | 29.07 | — | |
| IDC (ours)Backbone=SwinIR [24], Condense Ratio=10%2025.05 | 29.02 | — | |
| WholeBackbone=SwinIR [24], Condense Ratio=100%2025.05 | 28.98 | — | |
| KcenterBackbone=MambaIRv2 [15], Condense Ratio=10%2025.05 | 28.89 | — | |
| DCSRBackbone=SwinIR [24], Condense Ratio=10%2025.05 | 28.86 | — | |
| RandomBackbone=SwinIR [24], Condense Ratio=10%2025.05 | 28.74 | — | |
| KcenterBackbone=SwinIR [24], Condense Ratio=10%2025.05 | 28.64 | — | |
| IDC (ours)Backbone=EDSR [25], Condense Ratio=10%2025.05 | 28.54 | — | |
| HerdingBackbone=MambaIRv2 [15], Condense Ratio=10%2025.05 | 28.54 | — | |
| WholeBackbone=EDSR [25], Condense Ratio=100%2025.05 | 28.5 | — | |
| DCSRBackbone=EDSR [25], Condense Ratio=10%2025.05 | 28.42 | — | |
| RandomBackbone=EDSR [25], Condense Ratio=10%2025.05 | 28.32 | — | |
| HerdingBackbone=SwinIR [24], Condense Ratio=10%2025.05 | 28.3 | — | |
| KcenterBackbone=EDSR [25], Condense Ratio=10%2025.05 | 28.19 | — | |
| HerdingBackbone=EDSR [25], Condense Ratio=10%2025.05 | 27.88 | — |