Image Captioning on AttackVLM
0.805FCSSmoothed TeCoA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Smoothed TeCoAModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 0.805 | 35 | 8 | — | |
| Smoothed FAREModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 0.754 | 40 | 5 | — | |
| Smoothed TeCoAModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 0.72 | 38 | 14 | — | |
| Smoothed OriginalModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 0.703 | 61 | 0 | — | |
| Smoothed FAREModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 0.653 | 52 | 7 | — | |
| TeCoAModel=LLaVA 1.5-7B2026.01 | 0.606 | 17 | 43 | — | |
| TeCoAModel=Open Flamingo-9B2026.01 | 0.606 | 19 | 34 | — | |
| Smoothed OriginalModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 0.598 | 71 | 4 | — | |
| FAREModel=LLaVA 1.5-7B2026.01 | 0.499 | 18 | 44 | — | |
| FAREModel=Open Flamingo-9B2026.01 | 0.499 | 15 | 40 | — | |
| OriginalModel=Open Flamingo-9B2026.01 | 0.442 | 16 | 59 | — | |
| OriginalModel=LLaVA 1.5-7B2026.01 | 0.43 | 3 | 88 | — |