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Neuron Labeling on SAE-TopK Evaluated Neurons
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0.98
AUC
CSP
0.9072
0.9261
0.945
0.9639
Apr 24, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
CSP
Label Augmentation=Pos...
2026.04
0.98
CSP
Label Augmentation=Con...
2026.04
0.98
CSP
Label Augmentation=Con...
2026.04
0.98
LE
Label Augmentation=No Aug
2026.04
0.98
LE
Label Augmentation=Pos...
2026.04
0.98
CSP
Label Augmentation=No Aug
2026.04
0.97
CSP
Label Augmentation=Pos...
2026.04
0.97
LE
Label Augmentation=Con...
2026.04
0.97
CLIP-Dissect
Label Augmentation=Pos...
2026.04
0.96
CLIP-Dissect
Label Augmentation=Con...
2026.04
0.96
CSP
Label Augmentation=No...
2026.04
0.96
CLIP-Dissect
Label Augmentation=No Aug
2026.04
0.95
SemanticLens
Label Augmentation=Pos...
2026.04
0.94
SemanticLens
Label Augmentation=Con...
2026.04
0.93
SemanticLens
Label Augmentation=No Aug
2026.04
0.91
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