Image Reconstruction on CUB-200
3.08FIDVQ-GAN+LG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VQ-GAN+LGBackbone=VQ-GAN2024.05 | 3.08 | 22.47 | |
| CVQ+LGBackbone=CVQ2024.05 | 3.33 | 22.47 | |
| CVQBackbone=CVQ2024.05 | 3.61 | 22.29 | |
| VQ-GANBackbone=VQ-GAN2024.05 | 3.63 | 22.19 | |
| TA-CVQCodebook Size=1024, #Tokens=2562025.03 | 4.03 | — | |
| LG-CVQCodebook Size=1024, #Tokens=2562025.03 | 4.4 | — | |
| VQCTCodebook Size=6207, #Tokens=5122025.03 | 4.52 | — | |
| TA-VQCodebook Size=1024, #Tokens=2562025.03 | 4.6 | — | |
| CVQCodebook Size=1024, #Tokens=2562025.03 | 4.64 | — | |
| LG-VQCodebook Size=1024, #Tokens=2562025.03 | 4.74 | — | |
| VQ-GANCodebook Size=1024, #Tokens=2562025.03 | 5.31 | — | |
| VQ-VAE+LGBackbone=VQ-VAE2024.05 | 36.55 | 25.6 | |
| VQ-VAEBackbone=VQ-VAE2024.05 | 54.92 | 24.38 |