List your company
ResearchFormerly WizWand

Document Information Extraction on FUNSD (test)

82.951ANLS (%)InternVL2-8B-CoB
57.6259664.2007370.775577.35027May 24, 2025
Updated 5mo ago

Evaluation results

MethodLinks
InternVL2-8B-CoBDoc-CoB=true2025.0582.951
InternVL2-2B-CoBDoc-CoB=true2025.0581.872
DocOwl 1.5-CoBDoc-CoB=true2025.0581.77
Qwen2.5-VL-CoBDoc-CoB=true2025.0580.55
GPT-4o2025.0580.21
Qwen2.5-VL-RReasoning tasks=true2025.0577.5
DocOwl 1.5-RReasoning tasks=true2025.0576
Qwen2.5-VL*SFT baseline=true2025.0575.94
InternVL2-40B2025.0575.87
InternVL2-8B*SFT baseline=true2025.0575.17
Visual CoT2025.0574.9
InternVL2-8B-RReasoning tasks=true2025.0573.91
InternVL2-2B*SFT baseline=true2025.0573.79
DocOwl 1.5*SFT baseline=true2025.0573.33
InternVL2-2B-RReasoning tasks=true2025.0572.33
TextCoT2025.0558.6