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Benchmarks
Text Classification on ChemProt real-world noise
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70.98
Accuracy
NoiseAL
64.5944
66.2522
67.91
69.5678
Apr 3, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
NoiseAL
Noise Ratio=22.88%
2025.04
70.98
DyGen
Noise Ratio=22.88%
2025.04
69.07
Co-Teaching
Noise Ratio=22.88%
2025.04
65.98
CL
Noise Ratio=22.88%
2025.04
65.95
SCE
Noise Ratio=22.88%
2025.04
65.91
ELR
Noise Ratio=22.88%
2025.04
65.9
SelfMix
Noise Ratio=22.88%
2025.04
65.44
Base
Noise Ratio=22.88%
2025.04
64.84
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