ResearchBenchmarksPU Classification on MONK-3 semi-syntheticFollow0.975AUCPUICL0.840840.875670.91050.94533May 7, 2026Evaluation ResultsMethodMethodLinksAUCAccuracyF1 ScorePUICL2026.050.9757882.3(TED)^n2026.050.95590.190.4uLSIF2026.050.942——VPU2026.050.93678.281.8EMPU2026.050.84671.875