CNN/DM

Benchmarks

Task Name	Dataset Name	SOTA Result
Summarization	CNN/DM	ROUGE-156.22	56
Membership Inference Attack	CNN-DM	AUC0.974	36
Summarization	CNN/DM	M Score10.64	35
Summarization	CNN/DM	Speedup3.58	32
Readability Style Transfer	CNN/DM (test)	FRE Delta27.42	25
Text summarization	CNN/DM	TPS Score217.02	20
Summarization	CNN/DM	Spd Score1.9	18
Extractive Summarization	CNN/DM (test)	ROUGE-152.59	18
Text Summarization	CNN/DM	ROUGE-216.95	16
Summarization	CNN-DM	Context Influence149.33	15
Input OOD Detection	CNN/DM	AUROC99.89	14
Abstractive Summarization	CNN/DM	ROUGE-142.05	14
Summarization Faithfulness	CNN/DM	SummaC52.85	12
Abstractive Summarization	CNN/DM sampled (test)	ROUGE Score22.86	12
Summarization	CNN/DM (test)	ROUGE23.39	12
Faithfulness Evaluation	CNN/DM (test)	SummaC35.56	12
Summarization	CNN/DM	Completeness Score5	12
Unsupervised abstractive summarization	CNN/DM (test)	ROUGE-140.13	12
Faithfulness Evaluation	CNN/DM	AUPC33.2	12
Summarization	CNN/DM (test)	Tau4.54	11
Summarization	CNN/DM (test)	ROUGE-144.54	11
Summarization	CNN/DM non-anonymized (test)	ROUGE-1100	10
Evaluating Context Influence and Input Regurgitation	CNN-DM	Information Influence (\hat{I})140	9
Summarization	CNN/DM	Speedup2.3	8
Summarization	CNN/DM	BERTScore0.89	8

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