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Sentiment Classification on IMDB 30% symmetric noise (test)

88.01AccuracyCE
86.408486.824287.2487.6558Jan 22, 2026

Evaluation results

MethodLinks
CEBackbone=DistilBERT-base, Noise level=30%, Noise type=symmetric, Seeds=12026.0188.01
LSBackbone=DistilBERT-base, Noise level=30%, Noise type=symmetric, Seeds=12026.0187.97
CoTBackbone=DistilBERT-base, Noise level=30%, Noise type=symmetric, Seeds=12026.0187.68
RACTBackbone=DistilBERT-base, Noise level=30%, Noise type=symmetric, Seeds=22026.0186.47