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Visual Information Extraction on XFUND-ZH (test)

69.84F1 ScoreQwen2-VL-7B+
3.467220.698637.9355.1614Apr 14, 2025

Evaluation results

MethodLinks
Qwen2-VL-7B+zero-shot=true, RIDGE fine-tuned=true2025.0469.84
Qwen2-VL-7Bzero-shot=true, RIDGE fine-tuned=false2025.0462.08
Monkeyzero-shot=true, RIDGE fine-tuned=false2025.0428.02
LLaVA-NeXT-Mistral-7B+zero-shot=true, RIDGE fine-tuned=true2025.0410.33
DocOwl-1.5-Chatzero-shot=true, RIDGE fine-tuned=false2025.0410.14
LLaVA-NeXT-Mistral-7Bzero-shot=true, RIDGE fine-tuned=false2025.046.02