Language Modeling on AG News zero-shot (test)
61.37PerplexityAbsorbing Uniform Diffusion
Evaluation Results
| Method | Links | |
|---|---|---|
| Absorbing Uniform DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 61.37 | |
| Masked DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 64.57 | |
| Uniform DiffusionLoss=Cross-Entropy, Param.=LOO-Denoiser, Zero-shot transfer=true2026.05 | 72.66 | |
| Uniform DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 73.33 | |
| Uniform DiffusionLoss=ELBO, Param.=LOO-Denoiser, Zero-shot transfer=true2026.05 | 73.82 | |
| Uniform DiffusionLoss=Cross-Entropy, Param.=Denoiser, Zero-shot transfer=true2026.05 | 74.03 | |
| Max Coupling Uniform DiffusionLoss=ELBO, Param.=LOO-Denoiser, Zero-shot transfer=true2026.05 | 109.97 | |
| Max Coupling Uniform DiffusionLoss=ELBO, Param.=Denoiser, Zero-shot transfer=true2026.05 | 112.64 |