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Reranking on human pairwise T10 (test)

78EM (%)Kimi-K2.6
48.8856.446471.56Jul 7, 2026

Evaluation results

MethodLinks
Kimi-K2.6Inference path=Direct judge2026.0778—
SimPOInference path=log p(Yes)2026.07784.28
BaseInference path=Direct judge2026.0775.60.76
SFTInference path=Direct judge2026.0775.6—
BaseInference path=log p(Yes)2026.0763.40.76
RandomInference path=Direct judge2026.0750—
RandomInference path=log p(Yes)2026.0750—