Brain MRI Generation on ADNI (test)
30.1PSNR (CN)AD-DAE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AD-DAEModel Size (MB)=129.18, Inference Time per X (s)=10.032025.11 | 30.1 | 29.43 | 94 | 94 | 0.0017 | 0.0019 | |
| SITGANModel Size (MB)=98.78, Inference Time per X (s)=5.082025.11 | 28.73 | 28.09 | 94 | 93 | 0.0019 | 0.0022 | |
| DE-CVAEModel Size (MB)=648.12, Inference Time per X (s)=3.892025.11 | 27.32 | 26.99 | 65 | 63 | 0.0023 | 0.0024 | |
| Naive Baseline2025.11 | 27.25 | 26.75 | 93 | 92 | 0.0021 | 0.0024 | |
| BrLPModel Size (MB)=576.76, Inference Time per X (s)=13.382025.11 | 26.71 | 26.2 | 79 | 79 | 0.0029 | 0.003 | |
| UVCGANModel Size (MB)=122.90, Inference Time per X (s)=5.242025.11 | 26.43 | 25.13 | 92 | 91 | 0.0025 | 0.0041 | |
| IPGANModel Size (MB)=52.30, Inference Time per X (s)=2.342025.11 | 25.86 | 25.31 | 92 | 91 | 0.003 | 0.0034 | |
| CAAEModel Size (MB)=52.30, Inference Time per X (s)=2.562025.11 | 21.21 | 21.03 | 53 | 52 | 0.0077 | 0.008 |