Image Captioning on M-Attack
0.835FCSSmoothed TeCoA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Smoothed TeCoAModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 0.835 | 48 | 3 | — | |
| Smoothed TeCoAModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 0.801 | 61 | 17 | — | |
| Smoothed FAREModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 0.782 | 48 | 5 | — | |
| TeCoAModel=LLaVA 1.5-7B2026.01 | 0.72 | 51 | 16 | — | |
| TeCoAModel=Open Flamingo-9B2026.01 | 0.72 | 51 | 13 | — | |
| Smoothed FAREModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 0.687 | 64 | 10 | — | |
| Smoothed OriginalModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 0.592 | 59 | 3 | — | |
| Smoothed OriginalModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 0.588 | 63 | 3 | — | |
| FAREModel=LLaVA 1.5-7B2026.01 | 0.588 | 44 | 24 | — | |
| FAREModel=Open Flamingo-9B2026.01 | 0.588 | 36 | 17 | — | |
| OriginalModel=LLaVA 1.5-7B2026.01 | 0.385 | 1 | 93 | — | |
| OriginalModel=Open Flamingo-9B2026.01 | 0.351 | 1 | 86 | — |