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Papers Benchmarks Datasets Tasks

Self-Refinement research benchmarks · SOTA2 Research

Self-Refinement

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CNN/DM Low Consistency (score_cons < 0.73)

Linkbricks-V6-32B

74.3Coverage

4

Apr 29, 2026

CNN/DM CNN (Low Coverage (score_cov < 0.60))

Linkbricks-V6-32B

74Coverage

4

Apr 29, 2026

CNN/DM (All Summaries)

Linkbricks-V6-32B

73.7Coverage

4

Apr 29, 2026

PubMed Low Consistency (score_cons < 0.73)

Linkbricks-V6-32B

72.8Coverage

2

Apr 29, 2026

PubMed Low Coverage (score_cov < 0.60)

Linkbricks-V6-32B

72.7Coverage

2

Apr 29, 2026

PubMed All Summaries

Linkbricks-V6-32B

72.5Coverage

2

Apr 29, 2026

Arxiv Low Consistency (score_cons < 0.73)

Linkbricks-V6-32B

58.6Coverage

2

Apr 29, 2026

Arxiv Low Coverage (score_cov < 0.60)

Linkbricks-V6-32B

60.4Coverage

2

Apr 29, 2026

Arxiv All Summaries

Linkbricks-V6-32B

58.6Coverage

2

Apr 29, 2026

Patent (Low Consistency (score_cons < 0.73))

Linkbricks-V6-32B

80.6Coverage

2

Apr 29, 2026

Patent Low Coverage (score_cov < 0.60)

Linkbricks-V6-32B

79Coverage

2

Apr 29, 2026

Patent All Summaries

Linkbricks-V6-32B

76.7Coverage

2

Apr 29, 2026

Popular datasets

Pubmed CNN/DM ArXiv Patent

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