Unconditional Text Generation on Wikipedia
90.1Mauve ScoreTEncDM Enc
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TEncDM Encself-conditioning=p=0.952026.04 | 90.1 | 92.6 | 57.3 | |
| TEncDM Encq-sampling=t_act/T=0.5, self-conditioning=p=0.952026.04 | 89.6 | 59.9 | 52.6 | |
| TEncDM Encq-sampling=t_act/T=0.4, self-conditioning=p=0.52026.04 | 88.4 | 79.1 | 53.3 | |
| TEncDM Encq-sampling=t_act/T=0.42026.04 | 88.2 | 93.6 | 53.5 | |
| TEncDM Encself-conditioning=p=0.52026.04 | 87.3 | 94 | 55.2 | |
| TEncDM Enc2026.04 | 70.1 | 236.6 | 63.2 | |
| TEncDM Embq-sampling=t_act/T=0.4, self-conditioning=p=0.52026.04 | 53.5 | 86.8 | 44.5 | |
| TEncDM Embq-sampling=t_act/T=0.5, self-conditioning=p=0.952026.04 | 51.2 | 79.3 | 45.6 | |
| TEncDM Embself-conditioning=p=0.952026.04 | 46.5 | 131.6 | 51.7 | |
| Diffusion-LMq-sampling=t_act/T=0.2, self-conditioning=p=0.952026.04 | 44.8 | 142.8 | 54.6 | |
| TEncDM Embself-conditioning=p=0.52026.04 | 44.5 | 138.2 | 50.2 | |
| Diffusion-LMq-sampling=t_act/T=0.3, self-conditioning=p=0.52026.04 | 36.4 | 114.2 | 48.4 | |
| Diffusion-LMself-conditioning=p=0.952026.04 | 27.8 | 197.4 | 56.6 | |
| Diffusion-LMself-conditioning=p=0.52026.04 | 12.1 | 300.2 | 58.7 | |
| TEncDM Embq-sampling=t_act/T=0.42026.04 | 10.1 | 255.4 | 53.3 | |
| Diffusion-LMq-sampling=t_act/T=0.32026.04 | 5.8 | 166.6 | 40 | |
| TEncDM Emb2026.04 | 3.1 | 541.7 | 63.4 | |
| Diffusion-LM2026.04 | 1.2 | 419.8 | 49.5 |