Image Reconstruction (Perceptual Metrics) on CelebA-HQ
0.96SSIMNS-VQ
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NS-VQCodebook Size=8912, Code Dim=642026.02 | 0.96 | 0.015 | 14.01 | |
| TransVQCodebook Size=8912, Code Dim=642026.02 | 0.94 | 0.015 | 13.7 | |
| VQGAN-FCCodebook Size=8912, Code Dim=32026.02 | 0.93 | 0.022 | 17.57 | |
| SimVQCodebook Size=8912, Code Dim=642026.02 | 0.93 | 0.017 | 14.37 | |
| VQGAN-EMACodebook Size=1024, Code Dim=32026.02 | 0.92 | 0.024 | 17.86 | |
| VQVAE2 (3D)Codebook Size=8912, Code Dim=32026.02 | 0.89 | 0.042 | 24.24 |