Super-Resolution on Urban100 x2 (PSNR, SSIM, LPIPS)
32.17Average PSNRFull-precision (Teacher)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Full-precision (Teacher)Student Model=RFDN2026.06 | 32.17 | 92.8 | 0.178 | |
| SPARKStudent Model=Self-Quantized RFDN2026.06 | 32.01 | 82.5 | 0.191 | |
| SLKD + QATStudent Model=Self-Quantized RFDN2026.06 | 31.57 | 80.9 | 0.216 | |
| FAKD + QATStudent Model=Self-Quantized RFDN2026.06 | 31.45 | 80.5 | 0.216 | |
| KD + QATStudent Model=Self-Quantized RFDN2026.06 | 31.33 | 77.2 | 0.229 | |
| DCKD + QATStudent Model=Self-Quantized RFDN2026.06 | 31.11 | 79.6 | 0.228 | |
| QATStudent Model=Self-Quantized RFDN2026.06 | 31.04 | 73.8 | 0.244 | |
| PTQStudent Model=Self-Quantized RFDN2026.06 | 30.1 | 72.5 | 0.257 | |
| SPARKStudent Model=Quantized SRCNN2026.06 | 28.65 | 88.4 | 0.265 | |
| SLKD + QATStudent Model=Quantized SRCNN2026.06 | 28.28 | 87.9 | 0.277 | |
| FAKD + QATStudent Model=Quantized SRCNN2026.06 | 28.2 | 87.9 | 0.278 | |
| KD + QATStudent Model=Quantized SRCNN2026.06 | 28.14 | 87.2 | 0.286 | |
| DCKD + QATStudent Model=Quantized SRCNN2026.06 | 28 | 87.1 | 0.282 | |
| QATStudent Model=Quantized SRCNN2026.06 | 27.85 | 86.8 | 0.31 | |
| PTQStudent Model=Quantized SRCNN2026.06 | 27.11 | 85.1 | 0.321 |