Interpretability on MNIST
7.6MNRSNeural WDIWCD
Evaluation results
| Method | Links | |
|---|---|---|
| Neural WDIWCD2025.07 | 7.6 | |
| VAELayer=Last Layer, Status=baseline2025.07 | 6.7 | |
| VAE-WDDWCCLayer=First Laver2025.07 | 6.6 | |
| VAE-CELCLayer=1st Layer2025.07 | 6.6 | |
| VAELayer=1st Layer, Status=baseline2025.07 | 6.3 | |
| NWDDWCC2025.07 | 5.9 | |
| VAE-WDDWCCLayer=Last Layer2025.07 | 5.3 | |
| VAE-WDIWCDLayer=First layer2025.07 | 4.8 | |
| VAE-WDIWCDLayer=Last layer2025.07 | 4.5 | |
| VAE-CELCLayer=Last Laver2025.07 | 4.3 | |
| VAE-WDMEWCMELayer=1st Laver2025.07 | 3.5 | |
| RLDAStatus=baseline2025.07 | 3.5 | |
| PCASupervision=Unsup., Status=baseline2025.07 | 3.2 | |
| Null-space Decorrelation2025.07 | 2.7 | |
| VAE-MWCCELayer=First Layer2025.07 | 1.3 |