Multiple Choice Selection Accuracy on LLaVA Random N=8 OneVision (full evaluation set)
94.92AccuracyLAD
Evaluation results
| Method | Links | |
|---|---|---|
| LADInference Cost=1x forward2026.05 | 94.92 | |
| Permutation AveragingInference Cost=Nx forward2026.05 | 92.86 | |
| SoFAInference Cost=1x forward2026.05 | 32.16 | |
| VanillaInference Cost=1x forward2026.05 | 31.56 |