ResearchBenchmarksLabel Noise Repair on CIFAR-10Follow91.28PrecisionRelabeler60.766468.688276.6184.5318Jun 10, 2026Evaluation ResultsMethodMethodLinksPrecisionError RateRelabelerNoise rate (%)=40Noise rate (%)=402026.0691.287.48RelabelerNoise rate (%)=20Noise rate (%)=202026.0684.644.01Docta-RNoise rate (%)=20Noise rate (%)=202026.0679.258.4Docta-VNoise rate (%)=20Noise rate (%)=202026.0670.18.4Docta-RNoise rate (%)=40Noise rate (%)=402026.0667.523.54Docta-VNoise rate (%)=40Noise rate (%)=402026.0661.9424.75