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Visual Question Answering on VQA FOA (test)

0.88FCS ScoreSmoothed TeCoA
0.363120.497310.63150.76569Jan 22, 2026

Evaluation results

MethodLinks
Smoothed TeCoAModel=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.010.88341
Smoothed FAREModel=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.010.788380
TeCoAModel=LLaVA-1.5-7B, Smoothing=None2026.010.748312
Smoothed org.Model=LLaVA-1.5-7B, Smoothing=Feature-space Smoothing (FS)2026.010.643430
FAREModel=LLaVA-1.5-7B, Smoothing=None2026.010.59320
Org.Model=LLaVA-1.5-7B, Smoothing=None2026.010.3832222