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ResearchFormerly WizWand

Summarization on PubMed 205w 1,000 samples (test)

0.422ROUGE-1 F1LLaDA
0.046560.144030.24150.33897May 31, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LLaDANFE=642026.050.422
DSL-LLaDA-SDENFE=642026.050.395
LLaDA+EOS+BlockNFE=642026.050.378
DSL-LLaDA-SDENFE=322026.050.369
LLaDANFE=322026.050.365
DSL-LLaDA-SDENFE=162026.050.322
DSL-LLaDA-SDENFE=82026.050.294
LLaDA+EOS+BlockNFE=322026.050.209
LLaDANFE=162026.050.202
XDLM Base + xDMNFE=642026.050.189
LLaDANFE=82026.050.119
XDLM Base + xDMNFE=322026.050.109
XDLM Base + xDMNFE=162026.050.077
LLaDA+EOS+BlockNFE=162026.050.075
XDLM Base + xDMNFE=82026.050.075
LLaDA+EOS+BlockNFE=82026.050.061