Multiple Choice Selection Accuracy on LLaVA Random N=4 full OneVision (evaluation)
99.04AccuracyPermutation Averaging
Evaluation results
| Method | Links | |
|---|---|---|
| Permutation AveragingInference Cost=Nx forward2026.05 | 99.04 | |
| LADInference Cost=1x forward2026.05 | 98.66 | |
| VanillaInference Cost=1x forward2026.05 | 67.52 | |
| SoFAInference Cost=1x forward2026.05 | 59.7 |