Summarization on XSum 21w 1,000 samples (test)
32.4ROUGE-1 F1DSL-LLaDA-SDE
Evaluation Results
| Method | Links | |
|---|---|---|
| DSL-LLaDA-SDENFE=642026.05 | 32.4 | |
| DSL-LLaDA-SDENFE=322026.05 | 32 | |
| DSL-LLaDA-SDENFE=162026.05 | 30.4 | |
| LLaDANFE=162026.05 | 29 | |
| LLaDANFE=322026.05 | 28.8 | |
| DSL-LLaDA-SDENFE=82026.05 | 28.4 | |
| LLaDANFE=82026.05 | 25.2 | |
| LLaDANFE=642026.05 | 24.8 | |
| LLaDA+EOS+BlockNFE=642026.05 | 24.1 | |
| LLaDA+EOS+BlockNFE=322026.05 | 20.2 | |
| XDLM Base + xDMNFE=642026.05 | 15.4 | |
| XDLM Base + xDMNFE=322026.05 | 14.4 | |
| LLaDA+EOS+BlockNFE=162026.05 | 14.1 | |
| LLaDA+EOS+BlockNFE=82026.05 | 9.9 | |
| XDLM Base + xDMNFE=162026.05 | 7.6 | |
| XDLM Base + xDMNFE=82026.05 | 4.5 |