Single Image Super-Resolution on Set14 x2 (test)
34.97PSNRCPAT†
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CPAT†Scale=x2, Self-ensemble=true2024.07 | 34.97 | 0.928 | |
| CPATScale=x22024.07 | 34.91 | 0.9277 | |
| HATScale=x22024.07 | 34.86 | 0.9274 | |
| DATScale=x22024.07 | 34.81 | 0.9272 | |
| CAT-AScale=x22024.07 | 34.78 | 0.9265 | |
| RCAN-itScale=x22024.07 | 34.49 | 0.925 | |
| SwinIRScale=x22024.07 | 34.46 | 0.925 | |
| IPTScale=x2, Pre-trained=ImageNet2024.07 | 34.43 | — | |
| ELANScale=x22024.07 | 34.2 | 0.9228 | |
| RCANScale=x22024.07 | 34.12 | 0.9216 | |
| NLSAScale=x22024.07 | 34.08 | 0.9231 | |
| CATANet-LParams=477K2025.03 | 33.99 | — | |
| EchoSRSource=Ours, Scale=x2, # Params=929K2026.05 | 33.99 | 0.9221 | |
| OmniSRSource=CVPR23, Scale=x2, # Params=772K2026.05 | 33.98 | 0.921 | |
| MambaIRSource=ECCV24, Scale=x2, # Params=905K2026.05 | 33.95 | 0.9208 | |
| ATD-LParams=484K2025.03 | 33.94 | — | |
| CATANet-MParams=306K2025.03 | 33.94 | — | |
| ELANSource=ECCV22, Scale=x2, # Params=621K2026.05 | 33.94 | 0.9207 | |
| SwinIR-NGSource=CVPR23, Scale=x2, # Params=1,181K2026.05 | 33.94 | 0.9205 | |
| SRFormerSource=ICCV23, Scale=x2, # Params=853K2026.05 | 33.94 | 0.9209 | |
| EDSRScale=x22024.07 | 33.92 | 0.9195 | |
| EDSRSource=CVPRW17, Scale=x2, # Params=40,730K2026.05 | 33.92 | 0.9195 | |
| CRAFTSource=TPAMI25, Scale=x2, # Params=738K2026.05 | 33.92 | 0.9211 | |
| HiT-SIRSource=ECCV24, Scale=x2, # Params=772K2026.05 | 33.91 | 0.9213 | |
| MaIRSource=CVPR25, Scale=x2, # Params=878K2026.05 | 33.89 | 0.9209 | |
| SwinIRSource=ICCV21, Scale=x2, # Params=878K2026.05 | 33.86 | 0.9206 | |
| LKASRSource=KBS22, Scale=x2, # Params=947K2026.05 | 33.84 | 0.9204 | |
| SMFANet+Params=480K2025.03 | 33.82 | — | |
| CATANet-SParams=230K2025.03 | 33.8 | — | |
| DiVANetSource=PR23, Scale=x2, # Params=902K2026.05 | 33.8 | 0.9195 | |
| ATD-MParams=300K2025.03 | 33.78 | — | |
| DITN-TinyParams=367K2025.03 | 33.7 | — | |
| ATD-SParams=229K2025.03 | 33.67 | — | |
| SeemoRe-TParams=220K, trained_on=DF2K [41]2025.03 | 33.65 | — | |
| IMDNSource=MM19, Scale=x2, # Params=694K2026.05 | 33.63 | 0.9177 | |
| SAFMNParams=228K2025.03 | 33.54 | — |