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Pairwise Ranking research benchmarks · SOTA2 Research

Pairwise Ranking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Claude-3.5 Sonnet

77.24Pairwise Preference Accuracy

13

Mar 5, 2026

EyePACS, DHCI, and TAD66k average

4,950Average Human Annotation Count

12

Mar 24, 2026

WildVision Arena in-domain

62Accuracy (w/ Tie)

11

Feb 26, 2026

99.7NDCG

4

Feb 26, 2026

0.999NDCG

4

Feb 26, 2026

Seven Harm Categories

83.1Insult Pairwise Score

3

Mar 4, 2026

Mining BLEU (Oracle)

100Accuracy

3

Feb 26, 2026

Vikidia-En (test)

0.991NDCG

2

Feb 26, 2026

98.3NDCG

2

Feb 26, 2026

Popular datasets

OSE FLORES Newsela Vikidia-En LFQA

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