Image Reconstruction on CIFAR-10 (val)
0.0144L1 LossLooC-VAE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LooC-VAEK x d*=256 x 42026.01 | 0.0144 | 0.0285 | 19.22 | 0.988 | 34.51 | |
| LooC-VAEK x d*=32 x 42026.01 | 0.0189 | 0.0435 | 24.53 | 0.9805 | 32.22 | |
| ArcVQ-VAE2026.05 | 0.0445 | 0.1857 | 26.91 | 0.8989 | 24.78 | |
| CVQ-VAEK x d*=1024 x 1282026.01 | 0.0448 | 0.1883 | 24.73 | 0.8978 | 24.72 | |
| CVQ-VAE2026.05 | 0.0448 | 0.1883 | 24.73 | 0.8978 | 24.72 | |
| SQ-VAEK x d*=1024 x 1282026.01 | 0.0482 | 0.2333 | 37.92 | 0.8779 | 24.07 | |
| SQ-VAE2026.05 | 0.0482 | 0.2333 | 37.92 | 0.8779 | 24.07 | |
| VQ-VAEK x d*=1024 x 1282026.01 | 0.0527 | 0.2504 | 39.67 | 0.8595 | 23.32 | |
| VQ-VAE2026.05 | 0.0527 | 0.2504 | 39.67 | 0.8595 | 23.32 | |
| HVQ-VAEK x d*=1024 x 1282026.01 | 0.0533 | 0.2553 | 41.08 | 0.8553 | 23.22 | |
| HVQ-VAE2026.05 | 0.0533 | 0.2553 | 41.08 | 0.8553 | 23.22 |