Neuron Labeling on ResNet50 evaluated neurons
92AUCCSP
Evaluation results
| Method | Links | |
|---|---|---|
| CSPLabel Augmentation=Contrastive Aug, Number of neurons=952026.04 | 92 | |
| CSPLabel Augmentation=Positive Aug, Number of neurons=712026.04 | 91 | |
| CLIP-DissectLabel Augmentation=Contrastive Aug, Number of neurons=862026.04 | 89 | |
| CSPLabel Augmentation=Contrastive Aug, Subtraction Factor (gamma)=0.5, Number of neurons=872026.04 | 89 | |
| LELabel Augmentation=Contrastive Aug, Number of neurons=842026.04 | 89 | |
| CSPLabel Augmentation=Positive Aug, Subtraction Factor (gamma)=0.5, Number of neurons=802026.04 | 88 | |
| CSPLabel Augmentation=No Aug2026.04 | 87 | |
| LELabel Augmentation=Positive Aug, Number of neurons=782026.04 | 87 | |
| CLIP-DissectLabel Augmentation=Positive Aug, Number of neurons=522026.04 | 86 | |
| LELabel Augmentation=No Aug2026.04 | 86 | |
| SemanticLensLabel Augmentation=Contrastive Aug, Number of neurons=772026.04 | 84 | |
| CLIP-DissectLabel Augmentation=No Aug2026.04 | 83 | |
| CSPLabel Augmentation=No Aug, Subtraction Factor (gamma)=0.52026.04 | 83 | |
| SemanticLensLabel Augmentation=Positive Aug, Number of neurons=832026.04 | 82 | |
| SemanticLensLabel Augmentation=No Aug2026.04 | 78 |