Sparse Autoencoder Evaluation on SAEBench intrinsic evaluation Gemma-2-2B
0.7625RAVEL ScoreEnsembling (NB)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ensembling (NB)Ensembling Approach=Naive Bagging, SAE Ensembles Count=8, SAE Architecture=JumpReLU2025.05 | 0.7625 | 0.9997 | 0.0162 | 0.39 | |
| Ensembling (Boosting)Ensembling Approach=Boosting, SAE Ensembles Count=8, SAE Architecture=JumpReLU2025.05 | 0.752 | 1 | 0.1168 | 0.2 | |
| Expanded SAESAE Architecture=JumpReLU2025.05 | 0.7468 | 0.978 | 0.1377 | 0.23 | |
| Base SAESAE Architecture=JumpReLU2025.05 | 0.7355 | 0.978 | 0.0958 | 0.6 |