SAE Feature Explanation Evaluation on Vision Encoder SAE Features Synthetic Image Based
22.8IoU (Masks)Steering-informed Top-k
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Steering-informed Top-kModel=InternVL32026.03 | 22.8 | 20.3 | 82.3 | 83.3 | 25.4 | 25.2 | 19.9 | 19.1 | |
| Top-kModel=InternVL32026.03 | 22.4 | 20.1 | 76.8 | 77.5 | 18.7 | 18.3 | 19.9 | 18.7 | |
| SteeringModel=InternVL32026.03 | 22 | — | 65.5 | — | 14.1 | — | 19.1 | — | |
| Steering-informed Top-kModel=Gemma 32026.03 | 21.6 | 20.3 | 78.8 | 83.8 | 46.1 | 50.5 | 19.3 | 18.9 | |
| SteeringModel=Gemma 32026.03 | 21.1 | — | 67.5 | — | 32.4 | — | 18.6 | — | |
| Top-kModel=Gemma 32026.03 | 21.1 | 19.8 | 72.3 | 79.1 | 33 | 36.4 | 19 | 18.7 |