Denoising on SIDD 1.0 (test)
39.72Average PSNRFull precision (teacher)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Full precision (teacher)Student Model=None2026.06 | 39.72 | 95.9 | 0.325 | |
| SPARKStudent Model=Self Quantized MIRNet [19]2026.06 | 33.89 | 80.7 | 0.32 | |
| SLKD + QATStudent Model=Self Quantized MIRNet [19]2026.06 | 32.14 | 70 | 0.389 | |
| FAKD + QATStudent Model=Self Quantized MIRNet [19]2026.06 | 31.8 | 68.7 | 0.399 | |
| DCKD + QATStudent Model=Self Quantized MIRNet [19]2026.06 | 31.72 | 68 | 0.402 | |
| SPARKStudent Model=Quantized DnCNN [20]2026.06 | 31.71 | 67.7 | 0.399 | |
| KD + QATStudent Model=Self Quantized MIRNet [19]2026.06 | 29.57 | 57.1 | 0.527 | |
| FAKD + QATStudent Model=Quantized DnCNN [20]2026.06 | 29.36 | 55.8 | 0.541 | |
| SLKD + QATStudent Model=Quantized DnCNN [20]2026.06 | 29.34 | 56.3 | 0.53 | |
| DCKD + QATStudent Model=Quantized DnCNN [20]2026.06 | 29.25 | 55 | 0.556 | |
| QATStudent Model=Self Quantized MIRNet [19]2026.06 | 29.15 | 55.5 | 0.539 | |
| KD + QATStudent Model=Quantized DnCNN [20]2026.06 | 28.87 | 54.2 | 0.55 | |
| QATStudent Model=Quantized DnCNN [20]2026.06 | 28.45 | 52 | 0.579 | |
| PTQStudent Model=Self Quantized MIRNet [19]2026.06 | 28.42 | 51 | 0.577 | |
| PTQStudent Model=Quantized DnCNN [20]2026.06 | 28.12 | 50.8 | 0.59 |