Summarization on PubMed 205w 1,000 samples (test)
0.422ROUGE-1 F1LLaDA
Evaluation Results
| Method | Links | |
|---|---|---|
| LLaDANFE=642026.05 | 0.422 | |
| DSL-LLaDA-SDENFE=642026.05 | 0.395 | |
| LLaDA+EOS+BlockNFE=642026.05 | 0.378 | |
| DSL-LLaDA-SDENFE=322026.05 | 0.369 | |
| LLaDANFE=322026.05 | 0.365 | |
| DSL-LLaDA-SDENFE=162026.05 | 0.322 | |
| DSL-LLaDA-SDENFE=82026.05 | 0.294 | |
| LLaDA+EOS+BlockNFE=322026.05 | 0.209 | |
| LLaDANFE=162026.05 | 0.202 | |
| XDLM Base + xDMNFE=642026.05 | 0.189 | |
| LLaDANFE=82026.05 | 0.119 | |
| XDLM Base + xDMNFE=322026.05 | 0.109 | |
| XDLM Base + xDMNFE=162026.05 | 0.077 | |
| LLaDA+EOS+BlockNFE=162026.05 | 0.075 | |
| XDLM Base + xDMNFE=82026.05 | 0.075 | |
| LLaDA+EOS+BlockNFE=82026.05 | 0.061 |