Text Summarization on Gigaword HuggingFace
35.3ROUGE-1FastDiSS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FastDiSSMBR=10, NFE=202026.04 | 35.3 | 17.3 | 32.8 | |
| NAG-BERT2026.04 | 35.1 | 16.5 | 33.3 | |
| Difformer*MBR=10, NFE=202026.04 | 34.9 | 17 | 32.4 | |
| FastDiSSMBR=10, NFE=52026.04 | 34.9 | 16.9 | 32.5 | |
| CMLM2026.04 | 34.4 | 15.6 | 32.2 | |
| LSTMMBR=52026.04 | 34.2 | 16 | 31.8 | |
| SeqDiffuSeqMBR=0, NFE=20002026.04 | 31.9 | 12.4 | 29.2 | |
| DiffuSeqMBR=10, NFE=20002026.04 | 31.2 | 12.2 | 29.2 |