Image Reconstruction on BSD100 (val)
44.94PSNRLR2Flow
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LR2FlowScale=×22026.01 | 44.94 | 0.9948 | |
| T-IRNScale=×22026.01 | 42.68 | 0.9913 | |
| HCFlowScale=×22026.01 | 42.61 | 0.9909 | |
| IRNScale=2x, Param=1.66M2020.05 | 41.32 | 0.9876 | |
| IRNScale=×22026.01 | 41.32 | 0.9876 | |
| TAD & TAUScale=2x, Param=/2020.05 | 36.68 | — | |
| TAD & TAUScale=×22026.01 | 36.68 | — | |
| CNN-CR & CNN-SRScale=2x, Param=/2020.05 | 33.92 | — | |
| CAR & EDSRScale=2x, Param=51.1M2020.05 | 33.83 | 0.9262 | |
| CAR & EDSRScale=×22026.01 | 33.83 | 0.9262 | |
| Bicubic & HATScale=×22026.01 | 32.74 | 0.9066 | |
| Bicubic & SwinIRScale=×22026.01 | 32.53 | 0.9041 | |
| Bicubic & SANScale=2x, Param=15.7M2020.05 | 32.42 | 0.9028 | |
| Bicubic & SANScale=×22026.01 | 32.42 | 0.9208 | |
| Bicubic & RCANScale=2x, Param=15.4M2020.05 | 32.41 | 0.9027 | |
| Bicubic & RCANScale=×22026.01 | 32.41 | 0.9027 | |
| Bicubic & EDSRScale=2x, Param=40.7M2020.05 | 32.37 | 0.9018 | |
| Bicubic & EDSRScale=×22026.01 | 32.37 | 0.9018 | |
| Bicubic & RDNScale=2x, Param=22.1M2020.05 | 32.34 | 0.9017 | |
| LR2FlowScale=×42026.01 | 32.33 | 0.8901 | |
| Bicubic & CARNScale=×22026.01 | 32.09 | 0.8978 | |
| HCFlowScale=×42026.01 | 31.74 | 0.8864 | |
| IRNScale=4x, Param=4.35M2020.05 | 31.64 | 0.8826 | |
| IRNScale=×42026.01 | 31.64 | 0.8826 | |
| T-IRNScale=×42026.01 | 31.64 | 0.8837 | |
| Bicubic & SRCNNScale=2x, Param=57.3K2020.05 | 31.36 | 0.8879 | |
| Bicubic & SRCNNScale=×22026.01 | 31.36 | 0.8879 | |
| Bicubic & BicubicScale=2x, Param=/2020.05 | 29.56 | 0.8431 | |
| Bicubic & BicubicScale=×22026.01 | 29.56 | 0.8431 | |
| CAR & EDSRScale=4x, Param=52.8M2020.05 | 29.15 | 0.8001 | |
| CAR & EDSRScale=×42026.01 | 29.15 | 0.8001 | |
| TAD & TAUScale=4x, Param=/2020.05 | 28.51 | — | |
| TAD & TAUScale=×42026.01 | 28.51 | — | |
| Bicubic & HATScale=×42026.01 | 28.09 | 0.7551 | |
| Bicubic & SwinIRScale=×42026.01 | 27.92 | 0.7489 | |
| Bicubic & ESRGANScale=4x, Param=16.3M2020.05 | 27.84 | 0.7455 | |
| Bicubic & EDSRScale=4x, Param=43.1M2020.05 | 27.79 | 0.7437 | |
| Bicubic & SANScale=4x, Param=15.7M2020.05 | 27.78 | 0.7436 | |
| Bicubic & SANScale=×42026.01 | 27.78 | 0.7436 | |
| Bicubic & RCANScale=4x, Param=15.6M2020.05 | 27.77 | 0.7436 | |
| Bicubic & RCANScale=×42026.01 | 27.77 | 0.7436 | |
| Bicubic & RDNScale=4x, Param=22.3M2020.05 | 27.72 | 0.7419 | |
| Bicubic & EDSRScale=×42026.01 | 27.71 | 0.742 | |
| Bicubic & CARNScale=×42026.01 | 27.58 | 0.7349 | |
| Bicubic & SRCNNScale=4x, Param=57.3K2020.05 | 26.9 | 0.7101 | |
| Bicubic & SRCNNScale=×42026.01 | 26.9 | 0.7101 | |
| Bicubic & BicubicScale=4x, Param=/2020.05 | 25.96 | 0.6675 | |
| Bicubic & BicubicScale=×42026.01 | 25.96 | 0.6675 |