ResearchBenchmarksPairwise preference prediction on IUB-COSINE-C unseen (test)Pairwise preference prediction on IUB-COSINE-C unseen (test)Follow83.5AccuracyPrefSQA71.425674.560377.69580.8297Jun 17, 2026Evaluation resultsMethodMethodLinksAccuracyPrefSQApretrained encoders=fi...pretrained encoders=fine-tuned, trained on=CHiLi NM2026.0683.5UPPSQAtrained on=CHiLi NMtrained on=CHiLi NM2026.0678.06PrefSQA-Fpretrained encoders=fr...pretrained encoders=frozen, trained on=CHiLi NM2026.0677.22SQAPPtrained on=CHiLi NMtrained on=CHiLi NM2026.0671.89