Feature Explanation Generation on Llama 3.1-8b SAE llamascope-res-32k Layer 2
52.33Gen ScoreSAEExplainer
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SAEExplainer2026.06 | 52.33 | 77.67 | 77 | 9.08 | 9 | 8.99 | |
| N-pedia w/ ClaudeGenerator=Claude Sonnet 4.52026.06 | 49.67 | 75 | 73.33 | 8.79 | 10 | 8.69 | |
| N-pedia w/ GPT-5Generator=GPT-52026.06 | 46.7 | 77.33 | 75.67 | 8.49 | 4 | 8.45 | |
| NeuronpediaGenerator=GPT-4o-mini2026.06 | 27.87 | 56 | 69 | 5.81 | 6 | 5.75 | |
| Activation Oracles2026.06 | 21.77 | 50.66 | 70 | 5 | 4 | 4.96 |