Visual Question Answering on VQA AttackVLM (test)
87.9FCSSmoothed TeCoA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Smoothed TeCoAModel=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.01 | 87.9 | 29 | 1 | |
| Smoothed FAREModel=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.01 | 82.5 | 39 | 0 | |
| Smoothed org.Model=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.01 | 71.2 | 43 | 1 | |
| TeCoAModel=LLaVA-1.5-7B, Smoothing=None2026.01 | 66.7 | 31 | 1 | |
| FAREModel=LLaVA-1.5-7B, Smoothing=None2026.01 | 55 | 38 | 7 | |
| Org.Model=LLaVA-1.5-7B, Smoothing=None2026.01 | 47.4 | 25 | 27 |