Summarization on CNN/DM 55w (test)
37.8ROUGE-1Llama-3.1-8B AR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Llama-3.1-8B ARDecoding Paradigm=Autoregressive, Prompt Template=chat-template2026.05 | 37.8 | 14.3 | 23.6 | |
| Qwen2.5-7B ARDecoding Paradigm=Autoregressive, Prompt Template=chat-template2026.05 | 37.8 | 13.1 | 23.6 | |
| DSL-LLaDA-SDENFE=64, Decoding Paradigm=Diffusion, Prompt Template=chat-template2026.05 | 35.8 | 14.9 | 24.3 | |
| XDLM Base + xDMNFE=64, Decoding Paradigm=Diffusion, Prompt Template=plain prompt, Sampler Config=k1=0.12026.05 | 23 | 9.5 | 15.8 | |
| LLaDANFE=64, Decoding Paradigm=Diffusion, Prompt Template=chat-template2026.05 | 18.2 | 6.5 | 14.4 |