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Text Classification on ChemProt real-world noise

70.98AccuracyNoiseAL
64.594466.252267.9169.5678Apr 3, 2025

Evaluation results

MethodLinks
NoiseALNoise Ratio=22.88%2025.0470.98
DyGenNoise Ratio=22.88%2025.0469.07
Co-TeachingNoise Ratio=22.88%2025.0465.98
CLNoise Ratio=22.88%2025.0465.95
SCENoise Ratio=22.88%2025.0465.91
ELRNoise Ratio=22.88%2025.0465.9
SelfMixNoise Ratio=22.88%2025.0465.44
BaseNoise Ratio=22.88%2025.0464.84