Visual Question Answering on VQA M-Attack (test)
92.5FCSSmoothed TeCoA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Smoothed TeCoAModel=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.01 | 92.5 | 32 | 1 | |
| Smoothed FAREModel=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.01 | 86.1 | 48 | 1 | |
| TeCoAModel=LLaVA-1.5-7B, Smoothing=None2026.01 | 78.8 | 31 | 2 | |
| Smoothed org.Model=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.01 | 68.2 | 47 | 0 | |
| FAREModel=LLaVA-1.5-7B, Smoothing=None2026.01 | 65.7 | 47 | 5 | |
| Org.Model=LLaVA-1.5-7B, Smoothing=None2026.01 | 39.8 | 31 | 28 |