Neuron Labeling on SAE-TopK Evaluated Neurons
0.98AUCCSP
Evaluation results
| Method | Links | |
|---|---|---|
| CSPLabel Augmentation=Positive Aug, Number of neurons=472026.04 | 0.98 | |
| CSPLabel Augmentation=Contrastive Aug, Number of neurons=742026.04 | 0.98 | |
| CSPLabel Augmentation=Contrastive Aug, Subtraction Factor (gamma)=0.5, Number of neurons=562026.04 | 0.98 | |
| LELabel Augmentation=No Aug2026.04 | 0.98 | |
| LELabel Augmentation=Positive Aug, Number of neurons=712026.04 | 0.98 | |
| CSPLabel Augmentation=No Aug2026.04 | 0.97 | |
| CSPLabel Augmentation=Positive Aug, Subtraction Factor (gamma)=0.5, Number of neurons=442026.04 | 0.97 | |
| LELabel Augmentation=Contrastive Aug, Number of neurons=742026.04 | 0.97 | |
| CLIP-DissectLabel Augmentation=Positive Aug, Number of neurons=342026.04 | 0.96 | |
| CLIP-DissectLabel Augmentation=Contrastive Aug, Number of neurons=672026.04 | 0.96 | |
| CSPLabel Augmentation=No Aug, Subtraction Factor (gamma)=0.52026.04 | 0.96 | |
| CLIP-DissectLabel Augmentation=No Aug2026.04 | 0.95 | |
| SemanticLensLabel Augmentation=Positive Aug, Number of neurons=492026.04 | 0.94 | |
| SemanticLensLabel Augmentation=Contrastive Aug, Number of neurons=562026.04 | 0.93 | |
| SemanticLensLabel Augmentation=No Aug2026.04 | 0.91 |