Summarization on XSum 21w (test)
32.4ROUGE-1DSL-LLaDA-SDE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DSL-LLaDA-SDENFE=64, Decoding Paradigm=Diffusion, Prompt Template=chat-template2026.05 | 32.4 | 11 | 25 | |
| Llama-3.1-8B ARDecoding Paradigm=Autoregressive, Prompt Template=chat-template2026.05 | 27.8 | 8 | 19.7 | |
| Qwen2.5-7B ARDecoding Paradigm=Autoregressive, Prompt Template=chat-template2026.05 | 26.6 | 6.9 | 19.1 | |
| LLaDANFE=64, Decoding Paradigm=Diffusion, Prompt Template=chat-template2026.05 | 24.8 | 7.7 | 20.6 | |
| XDLM Base + xDMNFE=64, Decoding Paradigm=Diffusion, Prompt Template=plain prompt, Sampler Config=k1=0.12026.05 | 15.4 | 4.3 | 11.9 |