ResearchBenchmarksPairwise preference prediction on SpeechJudge (test)Pairwise preference prediction on SpeechJudge (test)Follow70.4AccuracySQAPP61.0463.4765.968.33Jun 17, 2026Evaluation resultsMethodMethodLinksAccuracySQAPP2026.0670.4PrefSQApretrained encoders=fi...pretrained encoders=fine-tuned2026.0668.2PrefSQA-Fpretrained encoders=fr...pretrained encoders=frozen2026.0665.2UPPSQA2026.0661.4