Neuron Labeling on SAE-TopK neurons
35.23SCS ScoreLE
Evaluation results
| Method | Links | |
|---|---|---|
| LELabel Augmentation Regime=Positive Aug2026.04 | 35.23 | |
| LELabel Augmentation Regime=Contrastive Aug2026.04 | 35.01 | |
| LELabel Augmentation Regime=No Aug2026.04 | 34.37 | |
| CSP (γ = 0.5)Label Augmentation Regime=Contrastive Aug2026.04 | 31.91 | |
| CSP (γ = 0.5)Label Augmentation Regime=Positive Aug2026.04 | 31.6 | |
| CSPLabel Augmentation Regime=Contrastive Aug2026.04 | 31.46 | |
| CLIP-DissectLabel Augmentation Regime=Contrastive Aug2026.04 | 31.28 | |
| CSPLabel Augmentation Regime=Positive Aug2026.04 | 31.24 | |
| CSP (γ = 0.5)Label Augmentation Regime=No Aug2026.04 | 30.79 | |
| CLIP-DissectLabel Augmentation Regime=Positive Aug2026.04 | 30.71 | |
| SemanticLensLabel Augmentation Regime=Positive Aug2026.04 | 30.59 | |
| SemanticLensLabel Augmentation Regime=Contrastive Aug2026.04 | 30.33 | |
| CSPLabel Augmentation Regime=No Aug2026.04 | 30.19 | |
| CLIP-DissectLabel Augmentation Regime=No Aug2026.04 | 29.67 | |
| SemanticLensLabel Augmentation Regime=No Aug2026.04 | 29.31 |