DRGD

Reported on 6 benchmarks across 1 task · 1 paper · 1 SOTA

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

Knowledge Base6 results

Text SummarizationonDUC 2004 Task 1
ROUGE-2· 2017-08-02
10.75
best: 17.74 (Transformer LM)
SOTA
Deep Recurrent Generative Decoder for Abstractive Text Summarization arXiv:1708.00625
Text SummarizationonDUC 2004 Task 1
ROUGE-1· 2017-08-02
31.79
best: 33.06 (Transformer+WDrop)
Deep Recurrent Generative Decoder for Abstractive Text Summarization arXiv:1708.00625
Text SummarizationonDUC 2004 Task 1
ROUGE-L· 2017-08-02
27.48
best: 28.52 (Transformer+LRPE+PE+Re-ranking+Ensemble)
Deep Recurrent Generative Decoder for Abstractive Text Summarization arXiv:1708.00625
Text SummarizationonGigaWord
ROUGE-1· 2017-08-02
36.27
best: 60.12 (OpenAI/o3-mini)
Deep Recurrent Generative Decoder for Abstractive Text Summarization arXiv:1708.00625
Text SummarizationonGigaWord
ROUGE-2· 2017-08-02
17.57
best: 54.22 (OpenAI/o3-mini)
Deep Recurrent Generative Decoder for Abstractive Text Summarization arXiv:1708.00625
Text SummarizationonGigaWord
ROUGE-L· 2017-08-02
33.62
best: 60.29 (Riple/Saanvi-v0.1)
Deep Recurrent Generative Decoder for Abstractive Text Summarization arXiv:1708.00625