ResearchBenchmarksLabel Noise Repair on CodeXGLUELabel Noise Repair on CodeXGLUEFollow52.87PrecisionRelabeler22.08630.07838.0746.062Jun 10, 2026Evaluation resultsMethodMethodLinksPrecisionError RateRelabelerNoise rate (%)=40Noise rate (%)=402026.0652.8736.44Docta-VNoise rate (%)=40Noise rate (%)=402026.0640.6945.73Docta-RNoise rate (%)=40Noise rate (%)=402026.0640.5844.66RelabelerNoise rate (%)=20Noise rate (%)=202026.0633.1419.85Docta-RNoise rate (%)=20Noise rate (%)=202026.0623.5738.91Docta-VNoise rate (%)=20Noise rate (%)=202026.0623.2742.61