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Multi-page Document Understanding on DUDE

64.5ANLS

Doc-V* (GRPO)

Updated 3d ago

Evaluation Results

Method	Links
Doc-V* (GRPO) 2026.04		64.5
Claude-3.7-Sonnet 2026.04		58.1
Doc-V* (SFT) 2026.04		58.1
URaG 2026.04		57.6
GPT-4o 2026.04		54.1
CREAM 2026.04		52.5
Qwen2.5-VL (RAG Top-5) 2026.04		52.2
Qwen2.5-VL (Baseline) 2026.04		51.9
GPT-4.1 2026.04		50.2
DocVLM 2026.04		47.4
InternVL3 2026.04		47.4
mPLUG-DocOwl2 2026.04		46.8
GPT-4o mini 2026.04		46.5
CogDoc 2026.04		46.2
Gemini-1.5-Pro 2026.04		46
SV-RAG 2026.04		45
VDocRAG 2026.04		44
VisRAG 2026.04		43.1
Docopilot 2026.04		40.7
M3DocRAG 2026.04		39.5
HiVT5 (PR) 2026.04		23.1