Image Super-Resolution on Set14 (PSNR)
36.01PSNRDiffFNO
Evaluation Results
| Method | Links | |
|---|---|---|
| DiffFNOScaling Factor=x2, Encoder=RDN2024.11 | 36.01 | |
| HiNOTEScaling Factor=x2, Encoder=own2024.11 | 35.02 | |
| LMIScaling Factor=x2, Encoder=RDN2024.11 | 34.63 | |
| LITScaling Factor=x2, Encoder=RDN2024.11 | 34.44 | |
| IPTScale=x22020.12 | 34.43 | |
| SRNOScaling Factor=x2, Encoder=RDN2024.11 | 34.27 | |
| LTEScale=x2, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 34.25 | |
| LTEScaling Factor=x2, Encoder=RDN2024.11 | 34.22 | |
| HANScale=x22020.12 | 34.16 | |
| SwinIRScale=x2, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 34.14 | |
| MetaSRScale=x2, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 34.14 | |
| LIIFScale=x2, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 34.14 | |
| RCANScale=x22020.12 | 34.12 | |
| LTEScale=x2, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 34.09 | |
| SANScale=x22020.12 | 34.07 | |
| IGNNScale=x22020.12 | 34.07 | |
| LIIFScaling Factor=x2, Encoder=RDN2024.11 | 34.03 | |
| RDNScale=x22020.12 | 34.01 | |
| RDNScale=x2, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 34.01 | |
| MetaSRScale=x2, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 33.98 | |
| LIIFScale=x2, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 33.97 | |
| OISR-RK3Scale=x22020.12 | 33.94 | |
| EDSRScale=x22020.12 | 33.92 | |
| RNANScale=x22020.12 | 33.87 | |
| MetaSRScaling Factor=x2, Encoder=RDN2024.11 | 33.51 | |
| VDSRScale=x22020.12 | 33.05 | |
| DiffFNOScaling Factor=x3, Encoder=RDN2024.11 | 31.54 | |
| HiNOTEScaling Factor=x3, Encoder=own2024.11 | 31.25 | |
| LMIScaling Factor=x3, Encoder=RDN2024.11 | 31.02 | |
| IPTScale=x32020.12 | 30.85 | |
| LITScaling Factor=x3, Encoder=RDN2024.11 | 30.83 | |
| LTEScale=x3, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 30.8 | |
| SwinIRScale=x3, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 30.77 | |
| LIIFScale=x3, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 30.75 | |
| SRNOScaling Factor=x3, Encoder=RDN2024.11 | 30.71 | |
| HANScale=x32020.12 | 30.67 | |
| IGNNScale=x32020.12 | 30.66 | |
| MetaSRScale=x3, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 30.66 | |
| RCANScale=x32020.12 | 30.65 | |
| LTEScaling Factor=x3, Encoder=RDN2024.11 | 30.65 | |
| SANScale=x32020.12 | 30.59 | |
| LTEScale=x3, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 30.58 | |
| RDNScale=x32020.12 | 30.57 | |
| OISR-RK3Scale=x32020.12 | 30.57 | |
| RDNScale=x3, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 30.57 | |
| MetaSRScale=x3, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 30.54 | |
| LIIFScale=x3, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 30.53 | |
| EDSRScale=x32020.12 | 30.52 | |
| RNANScale=x32020.12 | 30.52 | |
| LIIFScaling Factor=x3, Encoder=RDN2024.11 | 30.43 | |
| DiffFNOScaling Factor=x4, Encoder=RDN2024.11 | 30.22 | |
| MetaSRScaling Factor=x3, Encoder=RDN2024.11 | 30.03 | |
| VDSRScale=x32020.12 | 29.78 | |
| HiNOTEScaling Factor=x4, Encoder=own2024.11 | 29.55 | |
| LMIScaling Factor=x4, Encoder=RDN2024.11 | 29.24 | |
| LTEScale=x4, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 29.06 | |
| LITScaling Factor=x4, Encoder=RDN2024.11 | 29.03 | |
| IPTScale=x42020.12 | 29.01 | |
| LIIFScale=x4, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 28.98 | |
| SRNOScaling Factor=x4, Encoder=RDN2024.11 | 28.97 | |
| SwinIRScale=x4, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 28.94 | |
| SANScale=x42020.12 | 28.92 | |
| HANScale=x42020.12 | 28.9 | |
| LTEScale=x4, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 28.88 | |
| RCANScale=x42020.12 | 28.87 | |
| OISR-RK3Scale=x42020.12 | 28.86 | |
| IGNNScale=x42020.12 | 28.85 | |
| MetaSRScale=x4, Evaluation Regime=In-scale, Backbone=SwinIR2021.11 | 28.85 | |
| RNANScale=x42020.12 | 28.83 | |
| RDNScale=x42020.12 | 28.81 | |
| RDNScale=x4, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 28.81 | |
| EDSRScale=x42020.12 | 28.8 | |
| LIIFScale=x4, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 28.8 | |
| MetaSRScale=x4, Evaluation Regime=In-scale, Backbone=RDN2021.11 | 28.78 | |
| LTEScaling Factor=x4, Encoder=RDN2024.11 | 28.64 | |
| LIIFScaling Factor=x4, Encoder=RDN2024.11 | 28.43 | |
| VDSRScale=x42020.12 | 28.02 | |
| MetaSRScaling Factor=x4, Encoder=RDN2024.11 | 28.02 | |
| UDCMAC (x1e9)=1.05, Upsampling scale=4x, Input size=64x642022.01 | 27.98 | |
| TPSRMAC (x1e9)=3.6, Upsampling scale=4x, Input size=64x642022.01 | 27.95 | |
| SESRMAC (x1e9)=1.85, Upsampling scale=4x, Input size=64x642022.01 | 27.94 | |
| UDCMAC (x1e9)=0.79, Upsampling scale=4x, Input size=64x642022.01 | 27.9 | |
| SESRMAC (x1e9)=1.32, Upsampling scale=4x, Input size=64x642022.01 | 27.88 | |
| SESRMAC (x1e9)=1.05, Upsampling scale=4x, Input size=64x642022.01 | 27.81 | |
| UDCMAC (x1e9)=0.53, Upsampling scale=4x, Input size=64x642022.01 | 27.76 | |
| SESRMAC (x1e9)=0.79, Upsampling scale=4x, Input size=64x642022.01 | 27.69 | |
| FSRCNNMAC (x1e9)=4.63, Upsampling scale=4x, Input size=64x642022.01 | 27.59 | |
| DiffFNOScaling Factor=x6, Encoder=RDN2024.11 | 27.58 | |
| HiNOTEScaling Factor=x6, Encoder=own2024.11 | 27.35 | |
| LMIScaling Factor=x6, Encoder=RDN2024.11 | 27.05 | |
| LTEScale=x6, Evaluation Regime=Out-of-scale, Backbone=SwinIR2021.11 | 26.86 | |
| LIIFScale=x6, Evaluation Regime=Out-of-scale, Backbone=SwinIR2021.11 | 26.82 | |
| LITScaling Factor=x6, Encoder=RDN2024.11 | 26.82 | |
| SRNOScaling Factor=x6, Encoder=RDN2024.11 | 26.76 | |
| LTEScale=x6, Evaluation Regime=Out-of-scale, Backbone=RDN2021.11 | 26.71 | |
| LIIFScale=x6, Evaluation Regime=Out-of-scale, Backbone=RDN2021.11 | 26.64 | |
| MetaSRScale=x6, Evaluation Regime=Out-of-scale, Backbone=SwinIR2021.11 | 26.58 | |
| MetaSRScale=x6, Evaluation Regime=Out-of-scale, Backbone=RDN2021.11 | 26.51 | |
| LTEScaling Factor=x6, Encoder=RDN2024.11 | 26.05 | |
| DiffFNOScaling Factor=x8, Encoder=RDN2024.11 | 26.02 |