Super-Resolution on SCI1K (test)
38.74PSNRITSRN-RDN
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ITSRN-RDNUpsampling scale=x2, Training-scale condition=In-training2021.12 | 38.74 | — | — | — | — | — | — | — | — | — | |
| LIIF-RDNUpsampling scale=x2, Training-scale condition=In-training2021.12 | 38.65 | — | — | — | — | — | — | — | — | — | |
| RCANUpsampling scale=x2, Training-scale condition=In-training2021.12 | 38.61 | — | — | — | — | — | — | — | — | — | |
| MetaSR-RDNUpsampling scale=x2, Training-scale condition=In-training2021.12 | 38.57 | — | — | — | — | — | — | — | — | — | |
| RDNUpsampling scale=x2, Training-scale condition=In-training2021.12 | 38.45 | — | — | — | — | — | — | — | — | — | |
| ITSRN-RDNUpsampling scale=x3, Training-scale condition=In-training2021.12 | 34.32 | — | — | — | — | — | — | — | — | — | |
| LIIF-RDNUpsampling scale=x3, Training-scale condition=In-training2021.12 | 33.97 | — | — | — | — | — | — | — | — | — | |
| RCANUpsampling scale=x3, Training-scale condition=In-training2021.12 | 33.91 | — | — | — | — | — | — | — | — | — | |
| MetaSR-RDNUpsampling scale=x3, Training-scale condition=In-training2021.12 | 33.67 | — | — | — | — | — | — | — | — | — | |
| RDNUpsampling scale=x3, Training-scale condition=In-training2021.12 | 33.59 | — | — | — | — | — | — | — | — | — | |
| ITSRN-RDNUpsampling scale=x4, Training-scale condition=In-training2021.12 | 30.82 | — | — | — | — | — | — | — | — | — | |
| RCANUpsampling scale=x4, Training-scale condition=In-training2021.12 | 30.8 | — | — | — | — | — | — | — | — | — | |
| LIIF-RDNUpsampling scale=x4, Training-scale condition=In-training2021.12 | 30.55 | — | — | — | — | — | — | — | — | — | |
| MetaSR-RDNUpsampling scale=x4, Training-scale condition=In-training2021.12 | 30.12 | — | — | — | — | — | — | — | — | — | |
| RDNUpsampling scale=x4, Training-scale condition=In-training2021.12 | 29.81 | — | — | — | — | — | — | — | — | — | |
| BicubicUpsampling scale=x2, Training-scale condition=In-training2021.12 | 28.81 | — | — | — | — | — | — | — | — | — | |
| ITSRN-RDNUpsampling scale=x5, Training-scale condition=Out-of-training2021.12 | 28.15 | — | — | — | — | — | — | — | — | — | |
| LIIF-RDNUpsampling scale=x5, Training-scale condition=Out-of-training2021.12 | 27.77 | — | — | — | — | — | — | — | — | — | |
| MetaSR-RDNUpsampling scale=x5, Training-scale condition=Out-of-training2021.12 | 27.52 | — | — | — | — | — | — | — | — | — | |
| BicubicUpsampling scale=x3, Training-scale condition=In-training2021.12 | 25.15 | — | — | — | — | — | — | — | — | — | |
| ITSRN-RDNUpsampling scale=x7, Training-scale condition=Out-of-training2021.12 | 24.36 | — | — | — | — | — | — | — | — | — | |
| LIIF-RDNUpsampling scale=x7, Training-scale condition=Out-of-training2021.12 | 23.99 | — | — | — | — | — | — | — | — | — | |
| MetaSR-RDNUpsampling scale=x7, Training-scale condition=Out-of-training2021.12 | 23.91 | — | — | — | — | — | — | — | — | — | |
| BicubicUpsampling scale=x4, Training-scale condition=In-training2021.12 | 23.18 | — | — | — | — | — | — | — | — | — | |
| ITSRN-RDNUpsampling scale=x9, Training-scale condition=Out-of-training2021.12 | 22.36 | — | — | — | — | — | — | — | — | — | |
| LIIF-RDNUpsampling scale=x9, Training-scale condition=Out-of-training2021.12 | 22.18 | — | — | — | — | — | — | — | — | — | |
| BicubicUpsampling scale=x5, Training-scale condition=Out-of-training2021.12 | 22.02 | — | — | — | — | — | — | — | — | — | |
| MetaSR-RDNUpsampling scale=x9, Training-scale condition=Out-of-training2021.12 | 22.02 | — | — | — | — | — | — | — | — | — | |
| BicubicUpsampling scale=x7, Training-scale condition=Out-of-training2021.12 | 20.72 | — | — | — | — | — | — | — | — | — | |
| BicubicUpsampling scale=x9, Training-scale condition=Out-of-training2021.12 | 19.96 | — | — | — | — | — | — | — | — | — | |
| BTCParams=22.40M2026.06 | — | 39.19 | 34.57 | 30.96 | 28.31 | 26.14 | 24.47 | 23.3 | 22.44 | 21.83 | |
| FDFParams=26.60M2026.06 | — | 39.54 | 35.09 | 31.4 | 28.75 | 26.45 | 24.76 | 23.56 | 22.72 | 22.05 | |
| ITSRN++Params=23.95M2026.06 | — | 39.26 | 34.71 | 31.08 | 28.45 | 26.21 | 24.55 | 23.37 | 22.53 | 21.91 | |
| LIIFParams=22.32M2026.06 | — | 38.65 | 33.97 | 30.55 | 27.77 | 26.07 | 23.99 | 23.24 | 22.18 | 21.81 | |
| LTEParams=22.53M2026.06 | — | 39.14 | 34.38 | 30.83 | 28.19 | 25.93 | 24.23 | 23.17 | 22.34 | 21.79 | |
| MetaSRParams=22.42M2026.06 | — | 38.57 | 33.67 | 30.12 | 27.52 | 26.13 | 23.91 | 23.19 | 22.02 | 21.73 | |
| RDNParams=21.97M2026.06 | — | 38.45 | 33.59 | 29.81 | — | — | — | — | — | — | |
| TheraParams=26.65M2026.06 | — | 39.34 | 34.91 | 31.22 | 28.59 | 26.29 | 24.61 | 23.43 | 22.61 | 21.96 |