Summarization on XSum (ROUGE-1 F1)
32.4ROUGE-1 F1DSL-LLaDA-SDE
Evaluation Results
| Method | Links | |
|---|---|---|
| DSL-LLaDA-SDENFE=64, Zero-shot=true2026.05 | 32.4 | |
| DSL-LLaDA-SDENFE=32, Zero-shot=true2026.05 | 32 | |
| DSL-LLaDA-SDENFE=16, Zero-shot=true2026.05 | 30.4 | |
| LLaDANFE=16, Zero-shot=true2026.05 | 29 | |
| LLaDANFE=32, Zero-shot=true2026.05 | 28.8 | |
| DSL-LLaDA-SDENFE=8, Zero-shot=true2026.05 | 28.4 | |
| LLaDA ReMDMNFE=16, Zero-shot=true2026.05 | 27.8 | |
| LLaDA ReMDMNFE=32, Zero-shot=true2026.05 | 25.6 | |
| LLaDANFE=8, Zero-shot=true2026.05 | 25.2 | |
| LLaDA ReMDMNFE=8, Zero-shot=true2026.05 | 24.9 | |
| LLaDANFE=64, Zero-shot=true2026.05 | 24.8 | |
| LLaDA*NFE=64, Zero-shot=true2026.05 | 24.1 | |
| LLaDA*NFE=32, Zero-shot=true2026.05 | 20.2 | |
| LLaDA ReMDMNFE=64, Zero-shot=true2026.05 | 14.9 | |
| LLaDA*NFE=16, Zero-shot=true2026.05 | 14.1 | |
| LLaDA*NFE=8, Zero-shot=true2026.05 | 9.9 |