Neuron Labeling on ResNet101 Neurons (evaluated)
91AUCCSP
Evaluation results
| Method | Links | |
|---|---|---|
| CSPLabel Augmentation=Contrastive Aug, Subtraction Factor (gamma)=0.5, Number of neurons=812026.04 | 91 | |
| CSPLabel Augmentation=Contrastive Aug, Number of neurons=752026.04 | 90 | |
| CSPLabel Augmentation=Positive Aug, Subtraction Factor (gamma)=0.5, Number of neurons=612026.04 | 90 | |
| SemanticLensLabel Augmentation=Contrastive Aug, Number of neurons=822026.04 | 89 | |
| CSPLabel Augmentation=Positive Aug, Number of neurons=582026.04 | 89 | |
| LELabel Augmentation=Positive Aug, Number of neurons=512026.04 | 89 | |
| CLIP-DissectLabel Augmentation=Contrastive Aug, Number of neurons=692026.04 | 88 | |
| SemanticLensLabel Augmentation=Positive Aug, Number of neurons=652026.04 | 88 | |
| LELabel Augmentation=Contrastive Aug, Number of neurons=612026.04 | 88 | |
| LELabel Augmentation=No Aug2026.04 | 87 | |
| CLIP-DissectLabel Augmentation=Positive Aug, Number of neurons=482026.04 | 86 | |
| CSPLabel Augmentation=No Aug2026.04 | 86 | |
| CSPLabel Augmentation=No Aug, Subtraction Factor (gamma)=0.52026.04 | 86 | |
| CLIP-DissectLabel Augmentation=No Aug2026.04 | 83 | |
| SemanticLensLabel Augmentation=No Aug2026.04 | 82 |