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Summarization Faithfulness research benchmarks · SOTA2 Research

Summarization Faithfulness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

37.91SummaC

12

Feb 26, 2026

Extract-to-Abstract (E2A)

39.84SummaC Score

12

Feb 26, 2026

38.02SummaC

12

Feb 26, 2026

Extract-to-Abstract (E2A)

0.457SummaC

12

Feb 26, 2026

38.4SummaC

12

Feb 26, 2026

33.77SummaC Score

12

Feb 26, 2026

41.08SummaC

12

Feb 26, 2026

52.85SummaC

12

Jun 25, 2026

Multi-role Evaluation Framework

Red Teaming Framework for LLMs

1ASR

1

Jun 25, 2026

0.57Pearson Correlation

1

Jun 25, 2026

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