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Summarization on XSum (ROUGE-1 F1)

32.4ROUGE-1 F1DSL-LLaDA-SDE
915.07521.1527.225May 31, 2026

Evaluation results

MethodLinks
DSL-LLaDA-SDENFE=64, Zero-shot=true2026.0532.4
DSL-LLaDA-SDENFE=32, Zero-shot=true2026.0532
DSL-LLaDA-SDENFE=16, Zero-shot=true2026.0530.4
LLaDANFE=16, Zero-shot=true2026.0529
LLaDANFE=32, Zero-shot=true2026.0528.8
DSL-LLaDA-SDENFE=8, Zero-shot=true2026.0528.4
LLaDA ReMDMNFE=16, Zero-shot=true2026.0527.8
LLaDA ReMDMNFE=32, Zero-shot=true2026.0525.6
LLaDANFE=8, Zero-shot=true2026.0525.2
LLaDA ReMDMNFE=8, Zero-shot=true2026.0524.9
LLaDANFE=64, Zero-shot=true2026.0524.8
LLaDA*NFE=64, Zero-shot=true2026.0524.1
LLaDA*NFE=32, Zero-shot=true2026.0520.2
LLaDA ReMDMNFE=64, Zero-shot=true2026.0514.9
LLaDA*NFE=16, Zero-shot=true2026.0514.1
LLaDA*NFE=8, Zero-shot=true2026.059.9