Table 3.
Comparison of quantitative results on in vivo dataset. Bold indicates the best results.
| Metrics | PSNR |
SSIM |
||||
|---|---|---|---|---|---|---|
| Datasets | Sparse 32 | Sparse 64 | Sparse 128 | Sparse 32 | Sparse 64 | Sparse 128 |
| UNet [22] | 27.268 | 28.739 | 30.015 | 0.74398 | 0.88674 | 0.90290 |
| GAN [37] | 28.549 | 28.487 | 28.225 | 0.55404 | 0.61655 | 0.72214 |
| Attention Unet [38] | 28.396 | 27.591 | 28.770 | 0.61861 | 0.72829 | 0.75774 |
| Trans Unet [39] | 28.434 | 28.181 | 28.679 | 0.57511 | 0.72304 | 0.80760 |
| Res Unet [40] | 27.379 | 28.545 | 28.455 | 0.76432 | 0.79879 | 0.86420 |
| Uformer [41] | 26.107 | 27.514 | 29.710 | 0.87212 | 0.86719 | 0.90262 |
| ADN [28] | 28.849 | 28.393 | 28.726 | 0.70064 | 0.72718 | 0.74676 |
| Ours | 29.978 | 30.584 | 32.687 | 0.88714 | 0.90494 | 0.93217 |