ResearchBenchmarksText Classification on ChemProt real-world noiseFollow70.98AccuracyNoiseAL64.594466.252267.9169.5678Apr 3, 2025Evaluation ResultsMethodMethodLinksAccuracyNoiseALNoise Ratio=22.88%Noise Ratio=22.88%2025.0470.98DyGenNoise Ratio=22.88%Noise Ratio=22.88%2025.0469.07Co-TeachingNoise Ratio=22.88%Noise Ratio=22.88%2025.0465.98CLNoise Ratio=22.88%Noise Ratio=22.88%2025.0465.95SCENoise Ratio=22.88%Noise Ratio=22.88%2025.0465.91ELRNoise Ratio=22.88%Noise Ratio=22.88%2025.0465.9SelfMixNoise Ratio=22.88%Noise Ratio=22.88%2025.0465.44BaseNoise Ratio=22.88%Noise Ratio=22.88%2025.0464.84