Single Image Super-Resolution on Set5 x2 (test)
38.72PSNRCPAT†
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CPAT†Scale=x2, Self-ensemble=true2024.07 | 38.72 | 96.35 | |
| CPATScale=x2, Self-ensemble=false2024.07 | 38.68 | 96.33 | |
| PFTscale=x2, #params=19.62026.03 | 38.68 | 96.35 | |
| MambaIRV2-Bscale=x2, #params=22.92026.03 | 38.65 | 96.31 | |
| MambaIRV2-Lscale=x2, #params=34.12026.03 | 38.65 | 96.32 | |
| SST-Lscale=x2, #params=20.3, training patch size=64 x 642026.03 | 38.65 | 96.31 | |
| SST-L+scale=x2, #params=20.3, training patch size=96 x 962026.03 | 38.64 | 96.3 | |
| HATScale=x2, Self-ensemble=false2024.07 | 38.63 | 96.3 | |
| HATscale=x2, #params=20.62026.03 | 38.63 | 96.3 | |
| SSTscale=x2, #params=11.7, training patch size=64 x 642026.03 | 38.63 | 96.29 | |
| SST+scale=x2, #params=11.7, training patch size=96 x 962026.03 | 38.63 | 96.31 | |
| ATDscale=x2, #params=20.1, training patch size=96 x 962026.03 | 38.61 | 96.29 | |
| IPGscale=x2, #params=20.42026.03 | 38.61 | 96.32 | |
| ESCscale=x2, #params=12.5, training patch size=96 x 962026.03 | 38.59 | 96.3 | |
| DATScale=x2, Self-ensemble=false2024.07 | 38.58 | 96.29 | |
| MambaIRscale=x2, #params=20.42026.03 | 38.57 | 96.27 | |
| ARTscale=x2, #params=16.42026.03 | 38.56 | 96.29 | |
| MambaIRV2-Sscale=x2, #params=9.62026.03 | 38.53 | 96.27 | |
| CAT-AScale=x2, Self-ensemble=false2024.07 | 38.51 | 96.26 | |
| CAT-Ascale=x2, #params=16.52026.03 | 38.51 | 96.26 | |
| SwinIRScale=x2, Self-ensemble=false2024.07 | 38.42 | 96.23 | |
| SwinIRscale=x2, #params=11.82026.03 | 38.42 | 96.23 | |
| IPTScale=x2, Pre-trained=ImageNet2024.07 | 38.37 | — | |
| RCAN-itScale=x2, Self-ensemble=false2024.07 | 38.37 | 96.2 | |
| ELANScale=x2, Self-ensemble=false2024.07 | 38.36 | 96.2 | |
| NLSAScale=x2, Self-ensemble=false2024.07 | 38.34 | 96.18 | |
| CATANet-LParams=477K2025.03 | 38.28 | — | |
| RCANScale=x2, Self-ensemble=false2024.07 | 38.27 | 96.14 | |
| ATD-LParams=484K2025.03 | 38.23 | — | |
| SMFANet+Params=480K2025.03 | 38.18 | — | |
| CATANet-MParams=306K2025.03 | 38.17 | — | |
| ATD-MParams=300K2025.03 | 38.14 | — | |
| CATANet-SParams=230K2025.03 | 38.13 | — | |
| EDSRScale=x2, Self-ensemble=false2024.07 | 38.11 | 96.01 | |
| ATD-SParams=229K2025.03 | 38.07 | — | |
| SeemoRe-TParams=220K, trained_on=DF2K [41]2025.03 | 38.06 | — | |
| DITN-TinyParams=367K2025.03 | 38 | — | |
| SAFMNParams=228K2025.03 | 38 | — |