ResearchBenchmarksPairwise preference prediction on NISQA MOS-derived (test)Pairwise preference prediction on NISQA MOS-derived (test)Follow83.84AccuracyPrefSQA64.069669.202374.33579.4677Jun 17, 2026Evaluation resultsMethodMethodLinksAccuracyPrefSQApretrained encoders=fi...pretrained encoders=fine-tuned2026.0683.84UPPSQA2026.0683.46PrefSQA-Fpretrained encoders=fr...pretrained encoders=frozen2026.0682.8SQAPP2026.0664.83