ResearchBenchmarksUMUI Judgment Calibration on WIKIVIDEO (A)Follow0.0335MSECLUE-T0.00980.1697750.329750.489725Apr 9, 2026Evaluation ResultsMethodMethodLinksMSENLLECECLUE-TParameters=3BParameters=3B2026.040.03350.230.076CLUE-DParameters=3BParameters=3B2026.040.0840.3330.19Q2.5-OParameters=7BParameters=7B2026.040.1433.350.142AFParameters=7BParameters=7B2026.040.49912.30.539Q2-AParameters=7BParameters=7B2026.040.62615.30.668