Super-Resolution on BSDS100 (PSNR, SSIM, IFC)
31.9PSNRVDSR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| VDSRScale=2x2017.04 | 31.9 | 0.896 | 7.169 | |
| DRCNScale=2x2017.04 | 31.85 | 0.894 | 7.22 | |
| LapSRN (ours 2x)Scale=2x2017.04 | 31.8 | 0.895 | 7.715 | |
| LapSRN (ours 8x)Scale=2x2017.04 | 31.68 | 0.892 | 7.43 | |
| FSRCNNScale=2x2017.04 | 31.51 | 0.891 | 7.18 | |
| SRCNNScale=2x2017.04 | 31.36 | 0.888 | 7.242 | |
| SCNScale=2x2017.04 | 31.24 | 0.884 | 6.5 | |
| A+Scale=2x2017.04 | 31.22 | 0.887 | 7.464 | |
| SelfExSRScale=2x2017.04 | 31.18 | 0.886 | 7.239 | |
| RFLScale=2x2017.04 | 31.16 | 0.885 | 6.93 | |
| BicubicScale=2x2017.04 | 29.56 | 0.844 | 5.695 | |
| LapSRN (ours 4x)Scale=4x2017.04 | 27.32 | 0.728 | 2.677 | |
| VDSRScale=4x2017.04 | 27.29 | 0.726 | 2.627 | |
| DRCNScale=4x2017.04 | 27.24 | 0.724 | 2.587 | |
| LapSRN (ours 8x)Scale=4x2017.04 | 27.22 | 0.724 | 2.66 | |
| FSRCNNScale=4x2017.04 | 26.97 | 0.714 | 2.37 | |
| SRCNNScale=4x2017.04 | 26.91 | 0.712 | 2.412 | |
| SCNScale=4x2017.04 | 26.87 | 0.71 | 2.309 | |
| SelfExSRScale=4x2017.04 | 26.84 | 0.712 | 2.512 | |
| A+Scale=4x2017.04 | 26.82 | 0.71 | 2.564 | |
| RFLScale=4x2017.04 | 26.75 | 0.707 | 2.455 | |
| BicubicScale=4x2017.04 | 25.96 | 0.669 | 1.993 | |
| LapSRN (ours 8x)Scale=8x2017.04 | 24.54 | 0.586 | 0.893 | |
| VDSRScale=8x2017.04 | 24.37 | 0.576 | 0.816 | |
| SCNScale=8x2017.04 | 24.3 | 0.573 | 0.777 | |
| FSRCNNScale=8x2017.04 | 24.21 | 0.567 | 0.772 | |
| A+Scale=8x2017.04 | 24.2 | 0.568 | 0.797 | |
| SelfExSRScale=8x2017.04 | 24.18 | 0.568 | 0.774 | |
| SRCNNScale=8x2017.04 | 24.13 | 0.565 | 0.705 | |
| RFLScale=8x2017.04 | 24.13 | 0.562 | 0.741 | |
| BicubicScale=8x2017.04 | 23.67 | 0.547 | 0.646 |