Sparse-view 3D CT reconstruction on ToothFairy (test)
33.5236-view PSNRDiffNR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiffNRMethod Category=Neural Representation Methods, Backbone=R2-Gaussian, TIME=11min35s2026.04 | 33.52 | 90 | 32.92 | 89.5 | 29.71 | 85.2 | |
| DiffusionMBIRMethod Category=Diffusion-Based Iterative Methods, TIME=11h15m2026.04 | 33.29 | 85.6 | 30.54 | 81.8 | 26.28 | 73.3 | |
| DDSMethod Category=Diffusion-Based Iterative Methods, TIME=16m17s2026.04 | 32.56 | 81.7 | 31.13 | 78.8 | 28.66 | 76.7 | |
| DiffNRMethod Category=Neural Representation Methods, Backbone=NAF, TIME=8m41s2026.04 | 31.27 | 95.1 | 30.79 | 94.6 | 28.1 | 90.6 | |
| ASD-POCSMethod Category=Traditional Methods, TIME=48s2026.04 | 29.65 | 77.5 | 28.34 | 76.5 | 25.91 | 72.1 | |
| NAFMethod Category=Neural Representation Methods, TIME=7m15s2026.04 | 28.62 | 83.3 | 28.2 | 83.3 | 26.22 | 81.2 | |
| R2-GaussianMethod Category=Neural Representation Methods, TIME=5m52s2026.04 | 28.56 | 69.5 | 26.36 | 63.4 | 22.63 | 53.7 | |
| SAX-NeRFMethod Category=Neural Representation Methods, TIME=4h9m2026.04 | 28.48 | 83.5 | 27.91 | 83.2 | 26.11 | 81.2 | |
| SARTMethod Category=Traditional Methods, TIME=1m25s2026.04 | 27.41 | 58.1 | 27.13 | 59.6 | 25.66 | 60.4 |