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Benchmarks
Multiple Choice Selection Accuracy on LLaVA Adv N=8 OneVision (full evaluation set)
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60.16
Accuracy
Permutation Averaging
23.4688
32.9944
42.52
52.0456
May 12, 2026
Accuracy
Updated 21d ago
Evaluation Results
Method
Method
Links
Accuracy
Permutation Averaging
Inference Cost=Nx forward
2026.05
60.16
LAD
Inference Cost=1x forward
2026.05
55.34
SoFA
Inference Cost=1x forward
2026.05
25.34
Vanilla
Inference Cost=1x forward
2026.05
24.88
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