Reconstruction on quad independent 1.0 (test)
2.048ReconTVAE
Evaluation Results
| Method | Links | |
|---|---|---|
| TVAEBase Model=lightweight VAE, Category=baselines2025.07 | 2.048 | |
| Ada-GVAEBase Model=lightweight VAE, Category=baselines2025.07 | 2.017 | |
| BetaTCVAEBase Model=lightweight VAE, Category=baselines2025.07 | 1.973 | |
| CM pooledBase Model=lightweight VAE, Category=ablations, Training Strategy=pooled2025.07 | 0.84 | |
| CM (frozen)Base Model=lightweight VAE, Category=ours, Training Strategy=frozen2025.07 | 0.559 | |
| CM (end-to-end)Base Model=lightweight VAE, Category=ours, Training Strategy=end-to-end2025.07 | 0.519 | |
| CM (fine-tune)Base Model=lightweight VAE, Category=ours, Training Strategy=fine-tune2025.07 | 0.518 | |
| base pooledBase Model=lightweight VAE, Category=ablations, Training Strategy=pooled2025.07 | 0.446 | |
| baseBase Model=lightweight VAE, Category=ablations, Training Strategy=observational2025.07 | 0.444 |