Multiple Choice Selection Accuracy on LLaVA Adv N=8 OneVision (full evaluation set)
60.16AccuracyPermutation Averaging
Evaluation Results
| Method | Links | |
|---|---|---|
| Permutation AveragingInference Cost=Nx forward2026.05 | 60.16 | |
| LADInference Cost=1x forward2026.05 | 55.34 | |
| SoFAInference Cost=1x forward2026.05 | 25.34 | |
| VanillaInference Cost=1x forward2026.05 | 24.88 |