Axial Super-Resolution on CSBDeep mouse-liver volume r=8 axial degradation
23.073D-PSNRSRUNet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SRUNetSupervision Type=Supervised2026.06 | 23.07 | 60.2 | 59.4 | 60.1 | 0.383 | 0.429 | 0.431 | |
| D2R-AENetSupervision Type=Self-supervised2026.06 | 22.96 | 58.4 | 57.3 | 58.7 | 0.38 | 0.489 | 0.49 | |
| SkelEMSupervision Type=Self-supervised2026.06 | 22.2 | 54.1 | 55.7 | 54.8 | 0.255 | 0.304 | 0.303 | |
| BicubicSupervision Type=Self-supervised2026.06 | 21.3 | 52.4 | 48.2 | 47.9 | 0.249 | 0.651 | 0.647 | |
| vEMDiffuse-aSupervision Type=Self-supervised2026.06 | 21.07 | 50.5 | 48.3 | 47.9 | 0.419 | 0.512 | 0.474 | |
| InterpolAISupervision Type=Self-supervised2026.06 | 20.79 | 48.3 | 42.8 | 42.4 | 0.293 | 0.632 | 0.633 | |
| Lee et al.Supervision Type=Self-supervised2026.06 | 19.55 | 41.2 | 38 | 37.7 | 0.334 | 0.353 | 0.354 |