Neuron Labeling on ResNet50 neurons
25.51SCS ScoreLE
Evaluation results
| Method | Links | |
|---|---|---|
| LELabel Augmentation Regime=Contrastive Aug2026.04 | 25.51 | |
| LELabel Augmentation Regime=Positive Aug2026.04 | 25.48 | |
| LELabel Augmentation Regime=No Aug2026.04 | 24.68 | |
| CSPLabel Augmentation Regime=Contrastive Aug2026.04 | 23.4 | |
| CSPLabel Augmentation Regime=Positive Aug2026.04 | 23.17 | |
| CLIP-DissectLabel Augmentation Regime=Contrastive Aug2026.04 | 22.78 | |
| CSP (γ = 0.5)Label Augmentation Regime=Positive Aug2026.04 | 22.7 | |
| CSP (γ = 0.5)Label Augmentation Regime=Contrastive Aug2026.04 | 22.64 | |
| CLIP-DissectLabel Augmentation Regime=Positive Aug2026.04 | 22.25 | |
| SemanticLensLabel Augmentation Regime=Positive Aug2026.04 | 21.96 | |
| SemanticLensLabel Augmentation Regime=Contrastive Aug2026.04 | 21.72 | |
| CSPLabel Augmentation Regime=No Aug2026.04 | 21.58 | |
| CSP (γ = 0.5)Label Augmentation Regime=No Aug2026.04 | 21.14 | |
| CLIP-DissectLabel Augmentation Regime=No Aug2026.04 | 20.83 | |
| SemanticLensLabel Augmentation Regime=No Aug2026.04 | 19.97 |