Super-Resolution on BSD100 x2 (test)
32.93PSNRCFAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CFATScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.93 | 0.9072 | |
| CPAT†Scale=x2, Self-ensemble=true2024.07 | 32.66 | 0.9058 | |
| CPATScale=x22024.07 | 32.64 | 0.9056 | |
| EDTScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.62 | 0.9052 | |
| HATScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.62 | 0.9053 | |
| HATScale=x22024.07 | 32.62 | 0.9053 | |
| DATScale=x22024.07 | 32.61 | 0.9051 | |
| ACTScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.6 | 0.9052 | |
| CAT-AScale=x22024.07 | 32.59 | 0.9047 | |
| ARTScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.58 | 0.9048 | |
| CFAT-sScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.58 | 0.9044 | |
| SwinIRScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.55 | 0.9043 | |
| Swin2SRScale=x2, Training Dataset=DIV2K+Flickr2K2024.03 | 32.54 | 0.905 | |
| SwinIRScale=x22024.07 | 32.53 | 0.9041 | |
| IPTScale=x2, Training Dataset=ImageNet2024.03 | 32.48 | — | |
| IPTScale=x2, Pre-trained=ImageNet2024.07 | 32.48 | — | |
| RCAN-itScale=x22024.07 | 32.48 | 0.9034 | |
| ELANScale=x22024.07 | 32.45 | 0.903 | |
| NLSAScale=x22024.07 | 32.43 | 0.9027 | |
| SANScale=x2, Training Dataset=DIV2K2024.03 | 32.42 | 0.9028 | |
| HANScale=x2, Training Dataset=DIV2K2024.03 | 32.41 | 0.9027 | |
| RCANScale=x22024.07 | 32.41 | 0.9027 | |
| SP-MoMamba-B+Params=543K, GMACs=1702026.05 | 32.41 | 0.9025 | |
| SP-MoMamba-BParams=543K, GMACs=1702026.05 | 32.38 | 0.9022 | |
| SRFormer-LightParams=853K, GMACs=2362026.05 | 32.36 | 0.9019 | |
| MambaIRv2-lightParams=774K, GMACs=2862026.05 | 32.36 | 0.9019 | |
| FECAN-light*Params=732K, GMACs=1622026.05 | 32.35 | 0.9017 | |
| SeemoRe-LParams=931K, GMACs=1972026.05 | 32.35 | 0.9018 | |
| CAMixerSRParams=746K, GMACs=2052026.05 | 32.34 | 0.9016 | |
| Freqformer*Params=870K, GMACs=2292026.05 | 32.34 | 0.9018 | |
| CRAFTParams=738K, GMACs=1972026.05 | 32.33 | 0.9016 | |
| EDSRScale=x2, Training Dataset=DIV2K2024.03 | 32.32 | 0.9013 | |
| EDSRScale=x22024.07 | 32.32 | 0.9013 | |
| SwinIR-LightParams=910K, GMACs=2442026.05 | 32.31 | 0.9012 | |
| SPINParams=497K, GMACs=3202026.05 | 32.31 | 0.9015 | |
| MambaIR-lightParams=905K, GMACs=3342026.05 | 32.31 | 0.9013 | |
| DMNetParams=572K, GMACs=1152026.05 | 32.31 | 0.9015 | |
| DUKDArchitecture=SwinIR, Scale=x22023.09 | 32.26 | 0.9007 | |
| KDArchitecture=SwinIR, Scale=x22023.09 | 32.22 | 0.9003 | |
| ScratchArchitecture=SwinIR, Scale=x22023.09 | 32.19 | 0.9 |