Summarization on CNN/DM (Pairwise Preference Rate)
90.5Pairwise Preference RateDSL-LLaDA-SDE
Evaluation Results
| Method | Links | |
|---|---|---|
| DSL-LLaDA-SDENFE=16, Comparison Target=vs. LLaDA*2026.05 | 90.5 | |
| DSL-LLaDA-SDENFE=64, Comparison Target=vs. LLaDA*2026.05 | 59.1 | |
| DSL-LLaDA-SDENFE=64, Comparison Target=vs. LLaDA2026.05 | 58.8 | |
| LLaDANFE=16, Comparison Target=vs. LLaDA2026.05 | 46.9 | |
| DSL-LLaDA-SDENFE=16, Comparison Target=vs. LLaDA2026.05 | 45.7 | |
| LLaDANFE=64, Comparison Target=vs. LLaDA2026.05 | 26.8 | |
| LLaDA*NFE=64, Comparison Target=vs. LLaDA*2026.05 | 23.7 | |
| LLaDA*NFE=16, Comparison Target=vs. LLaDA*2026.05 | 2.4 |