Super-Resolution on BSD100 (PSNR, SSIM, LPIPS)
28.2PSNREfRLFN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EfRLFNUpscaling Factor=4x, Fine-tuning=true2026.02 | 28.2 | 0.682 | 0.429 | |
| RLFNUpscaling Factor=4x, Fine-tuning=true2026.02 | 27.9 | 0.674 | 0.445 | |
| SPANUpscaling Factor=4x, Fine-tuning=true2026.02 | 27.7 | 0.649 | 0.483 | |
| XLSRUpscaling Factor=4x, Fine-tuning=true2026.02 | 27.5 | 0.659 | 0.45 | |
| SAFMNUpscaling Factor=4x, Fine-tuning=true2026.02 | 27.5 | 0.632 | 0.468 | |
| SPANUpscaling Factor=4x, Fine-tuning=false2026.02 | 27.5 | 0.632 | 0.481 | |
| SAFMNUpscaling Factor=4x, Fine-tuning=false2026.02 | 27.3 | 0.622 | 0.475 | |
| SMFANetUpscaling Factor=4x, Fine-tuning=true2026.02 | 27.2 | 0.612 | 0.482 | |
| RLFNUpscaling Factor=4x, Fine-tuning=false2026.02 | 27.1 | 0.603 | 0.492 | |
| SMFANetUpscaling Factor=4x, Fine-tuning=false2026.02 | 27 | 0.602 | 0.488 | |
| XLSRUpscaling Factor=4x, Fine-tuning=false2026.02 | 26.8 | 0.587 | 0.497 | |
| ESPCNUpscaling Factor=4x, Fine-tuning=true2026.02 | 25.2 | 0.442 | 0.662 | |
| AsConvSRUpscaling Factor=4x, Fine-tuning=true2026.02 | 25.1 | 0.433 | 0.586 | |
| ESPCNUpscaling Factor=4x, Fine-tuning=false2026.02 | 25 | 0.434 | 0.671 | |
| bicubicUpscaling Factor=4x, Fine-tuning=false2026.02 | 24.9 | 0.423 | 0.589 | |
| RT4KSRUpscaling Factor=4x, Fine-tuning=true2026.02 | 24.8 | 0.409 | 0.575 |