Super-Resolution on BSD100 x3 (test)
29.7PSNRCFAT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFATScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 29.7 | 81.8 | |
| CPAT†Scale=x3, Self-ensemble=true2024.07 | 29.59 | 81.77 | |
| PFTscale=x3, #params=19.82026.03 | 29.58 | 81.78 | |
| CFAT-sScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 29.57 | 81.58 | |
| MambaIRV2-Lscale=x3, #params=34.22026.03 | 29.57 | 81.75 | |
| CPATScale=x32024.07 | 29.56 | 81.74 | |
| SST-L+scale=x3, #params=20.7, training patch size=96 x 962026.03 | 29.56 | 81.74 | |
| ACTScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 29.55 | 81.71 | |
| DATScale=x32024.07 | 29.55 | 81.69 | |
| HATScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 29.54 | 81.67 | |
| HATScale=x32024.07 | 29.54 | 81.67 | |
| EDTScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 29.53 | 81.65 | |
| CAT-AScale=x32024.07 | 29.52 | 81.6 | |
| ARTScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 29.51 | 81.59 | |
| SwinIRScale=x3, Training Dataset=DIV2K+Flickr2K2024.03 | 29.49 | 81.5 | |
| SwinIRScale=x32024.07 | 29.46 | 81.45 | |
| RCAN-itScale=x32024.07 | 29.39 | 81.25 | |
| IPTScale=x3, Training Dataset=ImageNet2024.03 | 29.38 | — | |
| ELANScale=x32024.07 | 29.38 | 81.24 | |
| IPTScale=x3, Pre-trained=ImageNet2024.07 | 29.38 | — | |
| NLSAScale=x32024.07 | 29.34 | 81.17 | |
| SANScale=x3, Training Dataset=DIV2K2024.03 | 29.33 | 81.12 | |
| HANScale=x3, Training Dataset=DIV2K2024.03 | 29.32 | 81.1 | |
| RCANScale=x32024.07 | 29.32 | 81.11 | |
| SP-MoMamba-B+Params=550K, GMACs=752026.05 | 29.32 | 81.11 | |
| SeemoRe-LParams=959K, GMACs=872026.05 | 29.29 | 81.01 | |
| SP-MoMamba-BParams=550K, GMACs=752026.05 | 29.29 | 81.04 | |
| SRFormer-LightParams=861K, GMACs=1052026.05 | 29.26 | 80.99 | |
| MambaIRv2-lightParams=781K, GMACs=1272026.05 | 29.26 | 80.98 | |
| DMNetParams=579K, GMACs=522026.05 | 29.26 | 80.93 | |
| EDSRScale=x3, Training Dataset=DIV2K2024.03 | 29.25 | 80.93 | |
| EDSRScale=x32024.07 | 29.25 | 80.93 | |
| CRAFTParams=744K, GMACs=882026.05 | 29.24 | 80.93 | |
| SPINParams=569K, GMACs=1762026.05 | 29.23 | 80.89 | |
| MambaIR-lightParams=913K, GMACs=1492026.05 | 29.23 | 80.84 | |
| DUKDArchitecture=SwinIR, Scale=x32023.09 | 29.2 | 80.8 | |
| SwinIR-LightParams=918K, GMACs=1112026.05 | 29.2 | 80.82 | |
| KDArchitecture=SwinIR, Scale=x32023.09 | 29.14 | 80.66 | |
| ScratchArchitecture=SwinIR, Scale=x32023.09 | 29.12 | 80.62 |