Lung CT Synthesis on LIDC-IDRI [−950, −700]
75.8FIDVQVAE
Evaluation results
| Method | Links | |
|---|---|---|
| VQVAEApproach=Multi-channel, Reconstruction Model=MLP02026.03 | 75.8 | |
| VQVAEApproach=Multi-head, Reconstruction Model=CNN3×3×32026.03 | 77 | |
| VQVAEApproach=Multi-channel, Reconstruction Model=CNN3×3×32026.03 | 77.6 | |
| Score-based DMApproach=Baseline, Reconstruction Model=-2026.03 | 81.3 | |
| VQVAEApproach=Multi-decoder, Reconstruction Model=CNN3×3×32026.03 | 81.4 | |
| VQVAEApproach=Baseline, Reconstruction Model=-2026.03 | 95.5 | |
| VQVAEApproach=Multi-head, Reconstruction Model=MLP02026.03 | 96.3 | |
| VQVAEApproach=Multi-decoder, Reconstruction Model=MLP02026.03 | 100 | |
| Score-based DMApproach=Multi-channel, Reconstruction Model=MLP02026.03 | 106.5 | |
| Score-based DMApproach=Multi-channel, Reconstruction Model=CNN3×3×32026.03 | 114 | |
| WGAN-GPApproach=Baseline, Reconstruction Model=-2026.03 | 117.5 | |
| WGAN-GPApproach=Multi-channel, Reconstruction Model=CNN3×3×32026.03 | 145 | |
| WGAN-GPApproach=Multi-channel, Reconstruction Model=MLP02026.03 | 196.1 |