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Pairwise Preference Ranking on UltraFeedback 5% holdout (test)

87Pairwise Accuracy (RM1-Honest)BENCHALIGN
70.46474.75779.0583.343Feb 2, 2026

Evaluation results

MethodLinks
BENCHALIGNModel set type=Arbitrary2026.028786.70.9050.899
METABENCHModel set type=Arbitrary2026.0271.871.50.6270.611
RANDOMModel set type=Arbitrary2026.0271.570.60.6140.594
TINYBENCHMARKSModel set type=Arbitrary2026.0271.170.90.6080.593