Summarization on CNN/DM 55w 1,000 samples (test)
35.8ROUGE-1 F1DSL-LLaDA-SDE
Evaluation Results
| Method | Links | |
|---|---|---|
| DSL-LLaDA-SDENFE=642026.05 | 35.8 | |
| DSL-LLaDA-SDENFE=322026.05 | 35.1 | |
| DSL-LLaDA-SDENFE=162026.05 | 33 | |
| LLaDA+EOS+BlockNFE=642026.05 | 28.4 | |
| LLaDANFE=162026.05 | 28.2 | |
| DSL-LLaDA-SDENFE=82026.05 | 28.1 | |
| LLaDANFE=322026.05 | 25.4 | |
| LLaDANFE=82026.05 | 23.1 | |
| XDLM Base + xDMNFE=642026.05 | 23 | |
| LLaDA+EOS+BlockNFE=322026.05 | 18.7 | |
| LLaDANFE=642026.05 | 18.2 | |
| XDLM Base + xDMNFE=322026.05 | 11 | |
| LLaDA+EOS+BlockNFE=82026.05 | 8.6 | |
| LLaDA+EOS+BlockNFE=162026.05 | 8.3 | |
| XDLM Base + xDMNFE=162026.05 | 4.6 | |
| XDLM Base + xDMNFE=82026.05 | 3.3 |