Lung CT Synthesis on LIDC-IDRI (HU Range [-500, -200])
52.9FIDVQVAE
Evaluation results
| Method | Links | |
|---|---|---|
| VQVAEApproach=Multi-channel, Reconstruction Model=MLP02026.03 | 52.9 | |
| Score-based DMApproach=Baseline, Reconstruction Model=-2026.03 | 56.3 | |
| VQVAEApproach=Multi-head, Reconstruction Model=CNN3×3×32026.03 | 59.4 | |
| VQVAEApproach=Multi-head, Reconstruction Model=MLP02026.03 | 63.6 | |
| VQVAEApproach=Baseline, Reconstruction Model=-2026.03 | 65.2 | |
| VQVAEApproach=Multi-channel, Reconstruction Model=CNN3×3×32026.03 | 66.1 | |
| VQVAEApproach=Multi-decoder, Reconstruction Model=CNN3×3×32026.03 | 69.2 | |
| VQVAEApproach=Multi-decoder, Reconstruction Model=MLP02026.03 | 70.5 | |
| WGAN-GPApproach=Multi-channel, Reconstruction Model=CNN3×3×32026.03 | 121.9 | |
| WGAN-GPApproach=Baseline, Reconstruction Model=-2026.03 | 131.5 | |
| Score-based DMApproach=Multi-channel, Reconstruction Model=MLP02026.03 | 134.9 | |
| WGAN-GPApproach=Multi-channel, Reconstruction Model=MLP02026.03 | 137.7 | |
| Score-based DMApproach=Multi-channel, Reconstruction Model=CNN3×3×32026.03 | 140.4 |