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Summarization on PubMed (ROUGE-1 F1)
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42.2
ROUGE-1 F1
LLaDA
4.656
14.403
24.15
33.897
May 31, 2026
ROUGE-1 F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
ROUGE-1 F1
LLaDA
NFE=64, Zero-shot=true
2026.05
42.2
LLaDA ReMDM
NFE=64, Zero-shot=true
2026.05
42.2
DSL-LLaDA-SDE
NFE=64, Zero-shot=true
2026.05
39.5
LLaDA*
NFE=64, Zero-shot=true
2026.05
37.8
DSL-LLaDA-SDE
NFE=32, Zero-shot=true
2026.05
36.9
LLaDA
NFE=32, Zero-shot=true
2026.05
36.5
LLaDA ReMDM
NFE=32, Zero-shot=true
2026.05
36.3
DSL-LLaDA-SDE
NFE=16, Zero-shot=true
2026.05
32.2
DSL-LLaDA-SDE
NFE=8, Zero-shot=true
2026.05
29.4
LLaDA*
NFE=32, Zero-shot=true
2026.05
20.9
LLaDA
NFE=16, Zero-shot=true
2026.05
20.2
LLaDA ReMDM
NFE=16, Zero-shot=true
2026.05
19.7
LLaDA
NFE=8, Zero-shot=true
2026.05
11.9
LLaDA ReMDM
NFE=8, Zero-shot=true
2026.05
11.5
LLaDA*
NFE=16, Zero-shot=true
2026.05
7.5
LLaDA*
NFE=8, Zero-shot=true
2026.05
6.1
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