ResearchBenchmarksLabel Noise Repair on ClickbaitLabel Noise Repair on ClickbaitFollow97.76PrecisionRelabeler65.696874.020982.34590.6691Jun 10, 2026Evaluation resultsMethodMethodLinksPrecisionError RateRelabelerNoise rate (%)=40Noise rate (%)=402026.0697.765.87RelabelerNoise rate (%)=20Noise rate (%)=202026.0696.121.68Docta-VNoise rate (%)=20Noise rate (%)=202026.0685.383.72Docta-RNoise rate (%)=20Noise rate (%)=202026.0685.383.72Docta-RNoise rate (%)=40Noise rate (%)=402026.0668.5321.71Docta-VNoise rate (%)=40Noise rate (%)=402026.0666.9322.32