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ResearchFormerly WizWand

Image Classification on CIFAR-10-LTN

95.7AccuracyCLIP+LA+WTS
-1.85223.47448.874.126Apr 25, 2026
Updated 6mo ago

Evaluation results

MethodLinks
CLIP+LA+WTSImbalance Factor=10, Noise Type=SN, Noise Ratio=0.62026.0495.7
CLIP+LAImbalance Factor=10, Noise Type=SN, Noise Ratio=0.62026.0495.2
CLIP+CE+WTSImbalance Factor=10, Noise Type=SN, Noise Ratio=0.62026.0495
CLIP+LDAM+WTSImbalance Factor=10, Noise Type=SN, Noise Ratio=0.62026.0495
CLIP+LDAMImbalance Factor=10, Noise Type=SN, Noise Ratio=0.62026.0494.8
CLIP+LDAM+WTSImbalance Factor=10, Noise Type=JN, Noise Ratio=0.62026.0494.5
CLIP+CEImbalance Factor=10, Noise Type=SN, Noise Ratio=0.62026.0494.4
CLIP+LA+WTSImbalance Factor=10, Noise Type=JN, Noise Ratio=0.62026.0494.2
CLIP+LA+WTSImbalance Factor=100, Noise Type=SN, Noise Ratio=0.62026.0494.2
CLIP+CE+WTSImbalance Factor=10, Noise Type=JN, Noise Ratio=0.62026.0494.1
CLIP+LAImbalance Factor=10, Noise Type=JN, Noise Ratio=0.62026.0493.9
CLIP+LDAMImbalance Factor=10, Noise Type=JN, Noise Ratio=0.62026.0493
CLIP+LAImbalance Factor=100, Noise Type=SN, Noise Ratio=0.62026.0491.7
CLIP+CE+WTSImbalance Factor=100, Noise Type=SN, Noise Ratio=0.62026.0491.5
CLIP+CEImbalance Factor=10, Noise Type=JN, Noise Ratio=0.62026.0491.2
CLIP+LDAM+WTSImbalance Factor=100, Noise Type=SN, Noise Ratio=0.62026.0490.3
CLIP+LA+WTSImbalance Factor=100, Noise Type=JN, Noise Ratio=0.62026.0488.2
CLIP+LDAMImbalance Factor=100, Noise Type=SN, Noise Ratio=0.62026.0487.5
CLIP+CEImbalance Factor=100, Noise Type=SN, Noise Ratio=0.62026.0487.1
CLIP+LAImbalance Factor=100, Noise Type=JN, Noise Ratio=0.62026.0485.9
CLIP+CE+WTSImbalance Factor=100, Noise Type=JN, Noise Ratio=0.62026.0483.7
CLIP+LDAM+WTSImbalance Factor=100, Noise Type=JN, Noise Ratio=0.62026.0483.4
CLIP+LDAMImbalance Factor=100, Noise Type=JN, Noise Ratio=0.62026.0475.8
CLIP+LA+WTSImbalance Factor=100, Noise Type=AN, Noise Ratio=0.62026.0474.7
CLIP+CEImbalance Factor=100, Noise Type=JN, Noise Ratio=0.62026.0471.4
CLIP+LA+WTSImbalance Factor=10, Noise Type=AN, Noise Ratio=0.62026.0463.8
CLIP+LAImbalance Factor=100, Noise Type=AN, Noise Ratio=0.62026.0463.1
CLIP+LAImbalance Factor=10, Noise Type=AN, Noise Ratio=0.62026.0456.7
CLIP+CE+WTSImbalance Factor=100, Noise Type=AN, Noise Ratio=0.62026.0452.5
CLIP+CE+WTSImbalance Factor=10, Noise Type=AN, Noise Ratio=0.62026.0438.8
CLIP+LDAM+WTSImbalance Factor=100, Noise Type=AN, Noise Ratio=0.62026.0426.5
CLIP+CEImbalance Factor=100, Noise Type=AN, Noise Ratio=0.62026.0422.4
CLIP+CEImbalance Factor=10, Noise Type=AN, Noise Ratio=0.62026.0419.6
CLIP+LDAMImbalance Factor=100, Noise Type=AN, Noise Ratio=0.62026.0411.4
CLIP+LDAM+WTSImbalance Factor=10, Noise Type=AN, Noise Ratio=0.62026.045.1
CLIP+LDAMImbalance Factor=10, Noise Type=AN, Noise Ratio=0.62026.041.9