Neuron Labeling on SAE Vanilla neurons
27.44SCS ScoreLE
Evaluation results
| Method | Links | |
|---|---|---|
| LELabel Augmentation Regime=Contrastive Aug2026.04 | 27.44 | |
| LELabel Augmentation Regime=Positive Aug2026.04 | 27.35 | |
| LELabel Augmentation Regime=No Aug2026.04 | 26.23 | |
| CSP (γ = 0.5)Label Augmentation Regime=Contrastive Aug2026.04 | 25.13 | |
| CSPLabel Augmentation Regime=Contrastive Aug2026.04 | 24.69 | |
| SemanticLensLabel Augmentation Regime=Contrastive Aug2026.04 | 24.48 | |
| CSP (γ = 0.5)Label Augmentation Regime=Positive Aug2026.04 | 24.4 | |
| SemanticLensLabel Augmentation Regime=Positive Aug2026.04 | 23.95 | |
| CSPLabel Augmentation Regime=Positive Aug2026.04 | 23.88 | |
| CSP (γ = 0.5)Label Augmentation Regime=No Aug2026.04 | 23.85 | |
| CLIP-DissectLabel Augmentation Regime=Contrastive Aug2026.04 | 23.59 | |
| CLIP-DissectLabel Augmentation Regime=Positive Aug2026.04 | 23.42 | |
| CSPLabel Augmentation Regime=No Aug2026.04 | 23.24 | |
| SemanticLensLabel Augmentation Regime=No Aug2026.04 | 23.18 | |
| CLIP-DissectLabel Augmentation Regime=No Aug2026.04 | 22.62 |