Super-Resolution on ODI-SR (test)
30.11WS-PSNROSRT
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OSRTScale=x2, Data Augmentation=DF2K-ERP2023.02 | 30.11 | 0.8795 | 30.77 | 0.8846 | — | — | — | — | — | |
| SwinIRScale=x2, Data Augmentation=DF2K-ERP2023.02 | 30 | 0.8777 | 30.64 | 0.8821 | — | — | — | — | — | |
| SwinIRScale=x22023.02 | 29.87 | 0.8772 | 30.52 | 0.8819 | — | — | — | — | — | |
| CAMixerSRScale=x2, #Params=1.30M2024.02 | 29.83 | 0.8747 | 30.46 | 0.8789 | — | — | — | — | — | |
| OSRT-lightScale=x2, #Params=1.26M, augmentation dataset=true2024.02 | 29.79 | 0.8735 | 30.42 | 0.8775 | — | — | — | — | — | |
| EDSRScale=x22023.02 | 29.68 | 0.8727 | 30.32 | 0.877 | — | — | — | — | — | |
| EDSRScale=x2, #Params=40.7M2024.02 | 29.68 | 0.8727 | 30.32 | 0.877 | — | — | — | — | — | |
| SRResNetScale=x22023.02 | 29.59 | 0.8697 | 30.16 | 0.8717 | — | — | — | — | — | |
| SRResNetScale=x22024.02 | 29.59 | 0.8697 | 30.16 | 0.8717 | — | — | — | — | — | |
| RCANScale=x22023.02 | 29.49 | 0.8714 | 30.08 | 0.8723 | — | — | — | — | — | |
| RCANScale=x2, #Params=15.4M2024.02 | 29.49 | 0.8714 | 30.08 | 0.8723 | — | — | — | — | — | |
| BicubicScale=x22023.02 | 27.61 | 0.8156 | 28.21 | 0.8215 | — | — | — | — | — | |
| BicubicScale=x22024.02 | 27.61 | 0.8156 | 28.21 | 0.8215 | — | — | — | — | — | |
| SphereSRProjection Type=Perspective, FOV=90, SLIIF=true2021.12 | 26.76 | 0.7208 | — | — | — | — | — | — | — | |
| RCANProjection Type=Perspective, FOV=90, Up-sampling=Bicubic2021.12 | 26.7 | 0.7191 | — | — | — | — | — | — | — | |
| OSRTScale=x4, Data Augmentation=DF2K-ERP2023.02 | 26.7 | 0.7609 | 27.41 | 0.7762 | — | — | — | — | — | |
| MDDNUpscaling factor=x42025.12 | 26.68 | 0.7595 | 27.39 | 0.7751 | — | — | — | — | — | |
| SphereSRProjection Type=Perspective, FOV=90, SLIIF=false, Up-sampling=Bicubic2021.12 | 26.66 | 0.7176 | — | — | — | — | — | — | — | |
| SwinIRScale=x4, Data Augmentation=DF2K-ERP2023.02 | 26.61 | 0.7589 | 27.31 | 0.7735 | — | — | — | — | — | |
| HATUpscaling factor=x42025.12 | 26.6 | 0.7567 | 27.29 | 0.7711 | — | — | — | — | — | |
| D-DBPNProjection Type=Perspective, FOV=90, Up-sampling=Bicubic2021.12 | 26.59 | 0.7139 | — | — | — | — | — | — | — | |
| GDGT-OSRUpscaling factor=x42025.12 | 26.59 | 0.7557 | 27.29 | 0.7706 | — | — | — | — | — | |
| OSRTUpscaling factor=x42025.12 | 26.58 | 0.7559 | 27.28 | 0.7711 | — | — | — | — | — | |
| RGTUpscaling factor=x42025.12 | 26.55 | 0.7566 | 27.25 | 0.7708 | — | — | — | — | — | |
| EDSRProjection Type=Perspective, FOV=90, Up-sampling=Bicubic2021.12 | 26.53 | 0.7192 | — | — | — | — | — | — | — | |
| SwinIRUpscaling factor=x42025.12 | 26.53 | 0.7542 | 27.21 | 0.7683 | — | — | — | — | — | |
| OSRT-lightScale=x4, #Params=1.28M, augmentation dataset=true2024.02 | 26.49 | 0.7526 | 27.17 | 0.7667 | — | — | — | — | — | |
| CAMixerSRScale=x4, #Params=1.32M2024.02 | 26.49 | 0.7538 | 27.19 | 0.7691 | — | — | — | — | — | |
| SwinIRScale=x42023.02 | 26.44 | 0.7523 | 27.12 | 0.7663 | — | — | — | — | — | |
| LAU-NetProjection Type=Perspective, FOV=90, Up-sampling=Bicubic2021.12 | 26.39 | 0.7197 | — | — | — | — | — | — | — | |
| EDSRScale=x42023.02 | 26.3 | 0.7458 | 26.97 | 0.7589 | — | — | — | — | — | |
| EDSRScale=x4, #Params=43.1M2024.02 | 26.3 | 0.7458 | 26.97 | 0.7589 | — | — | — | — | — | |
| SRResNetScale=x42023.02 | 26.24 | 0.7457 | 26.91 | 0.7597 | — | — | — | — | — | |
| SRResNetScale=x42024.02 | 26.24 | 0.7457 | 26.91 | 0.7597 | — | — | — | — | — | |
| RCANScale=x42023.02 | 26.15 | 0.7485 | 26.85 | 0.7621 | — | — | — | — | — | |
| RCANScale=x4, #Params=15.6M2024.02 | 26.15 | 0.7485 | 26.85 | 0.7621 | — | — | — | — | — | |
| SRCNNProjection Type=Perspective, FOV=90, Up-sampling=Bicubic2021.12 | 26.04 | 0.7005 | — | — | — | — | — | — | — | |
| BPOSRUpscaling factor=x42025.12 | 25.43 | 0.7038 | 26.1 | 0.7231 | — | — | — | — | — | |
| BicubicProjection Type=Perspective, FOV=902021.12 | 25.4 | 0.6858 | — | — | — | — | — | — | — | |
| BicubicScale=x42023.02 | 24.95 | 0.6923 | 25.59 | 0.7118 | — | — | — | — | — | |
| BicubicScale=x42024.02 | 24.95 | 0.6923 | 25.59 | 0.7118 | — | — | — | — | — | |
| BicubicUpscaling factor=x42025.12 | 24.95 | 0.6923 | 25.59 | 0.7118 | — | — | — | — | — | |
| MDDNUpscaling factor=x82025.12 | 24.52 | 0.6659 | 25.27 | 0.6926 | — | — | — | — | — | |
| GDGT-OSRUpscaling factor=x82025.12 | 24.48 | 0.6636 | 25.22 | 0.6901 | — | — | — | — | — | |
| OSRTUpscaling factor=x82025.12 | 24.46 | 0.6635 | 25.2 | 0.6901 | — | — | — | — | — | |
| RGTUpscaling factor=x82025.12 | 24.42 | 0.6621 | 25.14 | 0.6876 | — | — | — | — | — | |
| SwinIRUpscaling factor=x82025.12 | 24.41 | 0.6616 | 25.12 | 0.6873 | — | — | — | — | — | |
| SphereSRScale=x82021.12 | 24.37 | 0.6777 | — | — | — | — | — | — | — | |
| LAU-NetScale=x82021.12 | 24.36 | 0.6801 | — | — | — | — | — | — | — | |
| EBRNScale=x82021.12 | 24.29 | 0.6656 | — | — | — | — | — | — | — | |
| HATUpscaling factor=x82025.12 | 24.27 | 0.6509 | 25.01 | 0.6791 | — | — | — | — | — | |
| RCANScale=x82021.12 | 24.26 | 0.6628 | — | — | — | — | — | — | — | |
| D-DBPNScale=x82021.12 | 24.15 | 0.6573 | — | — | — | — | — | — | — | |
| EDSRScale=x82021.12 | 23.97 | 0.6417 | — | — | — | — | — | — | — | |
| BPOSRUpscaling factor=x82025.12 | 23.42 | 0.6213 | 24.15 | 0.6524 | — | — | — | — | — | |
| BPOSR-GenGenerative loss training=true2024.12 | 23.41 | 0.6138 | — | — | 0.3426 | 0.1666 | 62.61 | 0.458 | 0.7347 | |
| 360-SSProjection Type=Perspective, FOV=90, Up-sampling=Bicubic2021.12 | 23.28 | 0.6528 | — | — | — | — | — | — | — | |
| BicubicUpscaling factor=x82025.12 | 23.08 | 0.6123 | 23.75 | 0.6442 | — | — | — | — | — | |
| MDDNUpscaling factor=x162025.12 | 22.73 | 0.6077 | 23.52 | 0.6423 | — | — | — | — | — | |
| OSRTUpscaling factor=x162025.12 | 22.68 | 0.6063 | 23.46 | 0.641 | — | — | — | — | — | |
| GDGT-OSRUpscaling factor=x162025.12 | 22.68 | 0.6063 | 23.45 | 0.6408 | — | — | — | — | — | |
| SwinIRUpscaling factor=x162025.12 | 22.6 | 0.6052 | 23.35 | 0.6395 | — | — | — | — | — | |
| HATUpscaling factor=x162025.12 | 22.58 | 0.5997 | 23.34 | 0.6354 | — | — | — | — | — | |
| RGTUpscaling factor=x162025.12 | 22.57 | 0.6037 | 23.32 | 0.638 | — | — | — | — | — | |
| OmniSSR2024.12 | 22.53 | 0.5263 | — | — | 0.6638 | 0.2747 | 113.79 | -0.0057 | 0.1527 | |
| SphereSRScale=x162021.12 | 22.51 | 0.637 | — | — | — | — | — | — | — | |
| RealOSR2024.12 | 22.3 | 0.5829 | — | — | 0.2628 | 0.1194 | 43.39 | 0.6383 | 0.8158 | |
| MSRNScale=x82021.12 | 22.29 | 0.6315 | — | — | — | — | — | — | — | |
| StableSR2024.12 | 22.29 | 0.5559 | — | — | 0.4359 | 0.1804 | 89.48 | 0.3419 | 0.6043 | |
| SeeSR2024.12 | 22.14 | 0.5564 | — | — | 0.3775 | 0.1557 | 72.36 | 0.5795 | 0.7833 | |
| OSRT-GenGenerative loss training=true2024.12 | 22.09 | 0.5598 | — | — | 0.3129 | 0.1439 | 63.62 | 0.54 | 0.7433 | |
| LAU-NetScale=x162021.12 | 22.07 | 0.5901 | — | — | — | — | — | — | — | |
| RCANScale=x162021.12 | 21.94 | 0.5824 | — | — | — | — | — | — | — | |
| EBRNScale=x162021.12 | 21.86 | 0.5809 | — | — | — | — | — | — | — | |
| BPOSRUpscaling factor=x162025.12 | 21.77 | 0.5791 | 22.54 | 0.6168 | — | — | — | — | — | |
| MemNetScale=x82021.12 | 21.73 | 0.6284 | — | — | — | — | — | — | — | |
| 360-SSScale=x82021.12 | 21.65 | 0.6417 | — | — | — | — | — | — | — | |
| OSEDiff2024.12 | 21.54 | 0.5545 | — | — | 0.3394 | 0.1559 | 83.27 | 0.5688 | 0.7804 | |
| BicubicUpscaling factor=x162025.12 | 21.44 | 0.5732 | 22.13 | 0.6116 | — | — | — | — | — | |
| D-DBPNScale=x162021.12 | 21.25 | 0.5714 | — | — | — | — | — | — | — | |
| EDSRScale=x162021.12 | 21.12 | 0.5698 | — | — | — | — | — | — | — | |
| S3Diff2024.12 | 20.91 | 0.4606 | — | — | 0.4197 | 0.1649 | 85.01 | 0.6006 | 0.8049 | |
| LapSRNScale=x82021.12 | 20.72 | 0.6214 | — | — | — | — | — | — | — | |
| VDSRScale=x82021.12 | 20.61 | 0.6195 | — | — | — | — | — | — | — | |
| SRCNNScale=x82021.12 | 20.08 | 0.6112 | — | — | — | — | — | — | — | |
| MSRNScale=x162021.12 | 20.05 | 0.5416 | — | — | — | — | — | — | — | |
| MemNetScale=x162021.12 | 20.03 | 0.5411 | — | — | — | — | — | — | — | |
| 360-SSScale=x162021.12 | 19.65 | 0.5431 | — | — | — | — | — | — | — | |
| BicubicScale=x82021.12 | 19.64 | 0.5908 | — | — | — | — | — | — | — | |
| LapSRNScale=x162021.12 | 18.45 | 0.5161 | — | — | — | — | — | — | — | |
| VDSRScale=x162021.12 | 18.24 | 0.4996 | — | — | — | — | — | — | — | |
| SRCNNScale=x162021.12 | 18.08 | 0.4501 | — | — | — | — | — | — | — | |
| BicubicScale=x162021.12 | 17.12 | 0.4332 | — | — | — | — | — | — | — |