Multiple Choice Selection Accuracy on LLaVA Adv N=4 OneVision (full evaluation set)
74.32AccuracyPermutation Averaging
Evaluation Results
| Method | Links | |
|---|---|---|
| Permutation AveragingInference Cost=Nx forward2026.05 | 74.32 | |
| LADInference Cost=1x forward2026.05 | 71.06 | |
| VanillaInference Cost=1x forward2026.05 | 49.56 | |
| SoFAInference Cost=1x forward2026.05 | 43.26 |