Image Captioning on FOA
81.8FCSSmoothed TeCoA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Smoothed TeCoAModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 81.8 | 39 | 5 | — | |
| Smoothed TeCoAModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 76.9 | 39 | 10 | — | |
| Smoothed FAREModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 76.8 | 35 | 9 | — | |
| TeCoAModel=LLaVA 1.5-7B2026.01 | 67.4 | 21 | 37 | — | |
| TeCoAModel=Open Flamingo-9B2026.01 | 67.4 | 21 | 30 | — | |
| Smoothed FAREModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 63.4 | 43 | 14 | — | |
| Smoothed OriginalModel=Open Flamingo-9B, Smoothing=Feature-Space (FS)2026.01 | 58.8 | 57 | 1 | — | |
| Smoothed OriginalModel=LLaVA 1.5-7B, Smoothing=Feature-Space (FS)2026.01 | 58.7 | 65 | 6 | — | |
| FAREModel=LLaVA 1.5-7B2026.01 | 50.4 | 19 | 51 | — | |
| FAREModel=Open Flamingo-9B2026.01 | 50.4 | 20 | 40 | — | |
| OriginalModel=LLaVA 1.5-7B2026.01 | 38.8 | 1 | 94 | — | |
| OriginalModel=Open Flamingo-9B2026.01 | 34.7 | 1 | 87 | — |