Abs+

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base4 results

Text SummarizationonDUC 2004 Task 1
ROUGE-1· 2015-09-02
28.18
best: 33.06 (Transformer+WDrop)
SOTA
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Text SummarizationonDUC 2004 Task 1
ROUGE-2· 2015-09-02
8.49
best: 17.74 (Transformer LM)
SOTA
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Text SummarizationonDUC 2004 Task 1
ROUGE-L· 2015-09-02
23.81
best: 28.52 (Transformer+LRPE+PE+Re-ranking+Ensemble)
SOTA
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685
Text SummarizationonGigaWord
ROUGE-1· 2015-09-02
31
best: 60.12 (OpenAI/o3-mini)
SOTA
A Neural Attention Model for Abstractive Sentence Summarization arXiv:1509.00685