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Visual Question Answering on TextVQA (EM, F1)

32.76EMPixSearch-13B
22.443225.121627.830.4784Jan 27, 2026

Evaluation results

MethodLinks
PixSearch-13BBackbone=LLaVA-13B, Search Strategy=No Search2026.0132.7634.55
PixSearch-13BBackbone=LLaVA-13B, Search Strategy=Full2026.0132.4435.1
PixSearch-13BBackbone=LLaVA-13B, Search Strategy=Whole Image2026.0132.334.13
PixSearch-13BBackbone=LLaVA-13B, Search Strategy=Question2026.0130.8732.9
PLUM-13BBackbone=LLaVA-13B2026.0130.1132.62
LLaVA-13BBackbone=LLaVA-13B2026.0122.8426.15