Language Modeling on Penn Treebank (PTB) zero-shot transfer (test)
72.21Perplexity (zero-shot)Absorbing Uniform Diffusion
Evaluation Results
| Method | Links | |
|---|---|---|
| Absorbing Uniform DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 72.21 | |
| Masked DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 74.99 | |
| Uniform DiffusionLoss=ELBO, Param.=LOO-Denoiser, Zero-shot transfer=true2026.05 | 83.24 | |
| Uniform DiffusionLoss=Cross-Entropy, Param.=Denoiser, Zero-shot transfer=true2026.05 | 84.13 | |
| Uniform DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 84.94 | |
| Uniform DiffusionLoss=Cross-Entropy, Param.=LOO-Denoiser, Zero-shot transfer=true2026.05 | 87.79 | |
| Max Coupling Uniform DiffusionLoss=ELBO, Param.=LOO-Denoiser, Zero-shot transfer=true2026.05 | 106.53 | |
| Max Coupling Uniform DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 110.78 |