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Benchmarks
Text Summarization on Gigaword HuggingFace
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35.3
ROUGE-1
FastDiSS
31.036
32.143
33.25
34.357
Apr 7, 2026
ROUGE-1
ROUGE-2
ROUGE-L
Updated 10d ago
Evaluation Results
Method
Method
Links
ROUGE-1
ROUGE-2
ROUGE-L
FastDiSS
MBR=10, NFE=20
2026.04
35.3
17.3
32.8
NAG-BERT
2026.04
35.1
16.5
33.3
Difformer*
MBR=10, NFE=20
2026.04
34.9
17
32.4
FastDiSS
MBR=10, NFE=5
2026.04
34.9
16.9
32.5
CMLM
2026.04
34.4
15.6
32.2
LSTM
MBR=5
2026.04
34.2
16
31.8
SeqDiffuSeq
MBR=0, NFE=2000
2026.04
31.9
12.4
29.2
DiffuSeq
MBR=10, NFE=2000
2026.04
31.2
12.2
29.2
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