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
Text Summarization	CNN/DM	MAT4.23	34
Summarization	CNN/DM	Speedup3.58	32
Summarization	CNN/DM	MAT Score6.51	30
Readability Style Transfer	CNN/DM (test)	FRE Delta27.42	25
Summarization	CNN/DM	ROUGE-151.85	21
Text summarization	CNN/DM	TPS Score217.02	20
Summarization	CNN/DM	Speedup (vs AR)2.08	19
Summarization	CNN/DM	ROUGE-L37.52	18
Summarization	CNN/DM	Spd Score1.9	18
Extractive Summarization	CNN/DM (test)	ROUGE-152.59	18
Summarization	CNN/DM 55w 1,000 samples (test)	ROUGE-1 F135.8	16
Summarization	CNN/DM	ROUGE-1 F135.8	16
Text Summarization	CNN/DM	ROUGE-216.95	16
Summarization	CNN-DM	Context Influence149.33	15
Hallucination Detection	CNN/DM	AUROC76.14	14
Input OOD Detection	CNN/DM	AUROC99.89	14
Abstractive Summarization	CNN/DM	ROUGE-142.05	14
News Summarization	CNN/DM	ROUGE-144.59	13
Text Summarization	CNN DM	TPS50.17	13
Context Attribution	CNN/DM random subset of 10,000 samples	Log-Probability Drop1.129	12
Summarization Faithfulness	CNN/DM	SummaC52.85	12
Abstractive Summarization	CNN/DM sampled (test)	ROUGE Score22.86	12

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