ResearchBenchmarksText Classification on TREC real-world noiseFollow78.84AccuracyNoiseAL66.120869.422972.72576.0271Apr 3, 2025Evaluation ResultsMethodMethodLinksAccuracyNoiseALNoise Ratio=38.56%Noise Ratio=38.56%2025.0478.84DyGenNoise Ratio=38.56%Noise Ratio=38.56%2025.0472.39CLNoise Ratio=38.56%Noise Ratio=38.56%2025.0471.16ELRNoise Ratio=38.56%Noise Ratio=38.56%2025.0470.32SelfMixNoise Ratio=38.56%Noise Ratio=38.56%2025.0469.96SCENoise Ratio=38.56%Noise Ratio=38.56%2025.0468.12BaseNoise Ratio=38.56%Noise Ratio=38.56%2025.0467.33Co-TeachingNoise Ratio=38.56%Noise Ratio=38.56%2025.0466.61