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Document Layout Analysis on DocBank

56.9mAPDAVE
37.55642.57847.652.622Dec 19, 2025

Evaluation results

MethodLinks
DAVELLM Decoder=Llama-3.2-3B-Instruct2025.1256.9
SigLIP 2LLM Decoder=Llama-3.2-3B-Instruct2025.1251.7
DolphinLLM Decoder=Llama-3.2-3B-Instruct2025.1250.5
Pix2StructLLM Decoder=Llama-3.2-3B-Instruct2025.1247.2
MAE-WebLLM Decoder=Llama-3.2-3B-Instruct2025.1244.5
AIMv2LLM Decoder=Llama-3.2-3B-Instruct2025.1242.4
DinoV2LLM Decoder=Llama-3.2-3B-Instruct2025.1238.3