Summarization on XSum (Pairwise preference rate)
87.5Pairwise Preference RateDSL-LLaDA-SDE
Evaluation Results
| Method | Links | |
|---|---|---|
| DSL-LLaDA-SDENFE=16, Comparison Target=vs. LLaDA*2026.05 | 87.5 | |
| DSL-LLaDA-SDENFE=16, Comparison Target=vs. LLaDA2026.05 | 66.3 | |
| DSL-LLaDA-SDENFE=64, Comparison Target=vs. LLaDA*2026.05 | 61 | |
| DSL-LLaDA-SDENFE=64, Comparison Target=vs. LLaDA2026.05 | 51 | |
| LLaDANFE=64, Comparison Target=vs. LLaDA2026.05 | 39 | |
| LLaDA*NFE=64, Comparison Target=vs. LLaDA*2026.05 | 30 | |
| LLaDANFE=16, Comparison Target=vs. LLaDA2026.05 | 21.7 | |
| LLaDA*NFE=16, Comparison Target=vs. LLaDA*2026.05 | 3.8 |