Vector Quantization on AIST++
72Activation (%)SOM-hard
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SOM-hardGrid Size=32x32, K=1024, Hidden Dimension=2562026.02 | 72 | 0.932 | 0.897 | 0.342 | 742 | 0.093 | |
| VQGrid Size=32x32, K=1024, Hidden Dimension=2562026.02 | 61 | 0.94 | 0.898 | 0.294 | 719 | — | |
| VQ-VAEGrid Size=32x32, K=1024, Hidden Dimension=5122026.02 | 61 | 0.978 | 0.95 | 0.2 | 727 | — | |
| SOM-VQGrid Size=32x32, K=1024, Hidden Dimension=2562026.02 | 61 | 0.937 | 0.895 | 0.319 | 679 | 0.111 |