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Papers Benchmarks Datasets Tasks

Repetition Mitigation research benchmarks · SOTA2 Research

Repetition Mitigation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DUC (Duplicatus Charm)

11RepeatScore

15

Feb 26, 2026

0.53RepeatScore

15

Feb 26, 2026

0.46RepeatScore

15

Feb 26, 2026

BadCase 3 (test)

Direct Preference Optimization (DPO) fine-tuning

45Repetition Rate Before

1

Feb 26, 2026

BadCase 2 (test)

Direct Preference Optimization (DPO) fine-tuning

60Repetition Rate Before

1

Feb 26, 2026

BadCase 30 cases 1 (test)

Direct Preference Optimization (DPO) fine-tuning

0Repetition Rate After

1

Feb 26, 2026

Popular datasets

BadCase NQ EQ AQ

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