Image Reconstruction on MNIST (val)
0.0062L1 LossLooC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LooCK x d*=256 x 42026.01 | 0.0062 | 0.0058 | 1.31 | 99.76 | 37.58 | |
| LooCK x d*=32 x 42026.01 | 0.0082 | 0.0083 | 1.7 | 99.61 | 35.15 | |
| CVQ-VAEK x d*=1024 x 1282026.01 | 0.018 | 0.0222 | 1.8 | 98.33 | 27.87 | |
| SQ-VAEK x d*=1024 x 1282026.01 | 0.0197 | 0.0256 | 3.05 | 98.19 | 27.49 | |
| HVQ-VAEK x d*=1024 x 1282026.01 | 0.0202 | 0.027 | 3.17 | 97.9 | 26.9 | |
| VQ-VAEK x d*=1024 x 1282026.01 | 0.0207 | 0.0282 | 3.43 | 97.77 | 26.48 |