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Key Information Extraction on FUNSD v1 (test)
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81
ANLS
LayTextLLM-7B
-1.472
19.939
41.35
62.761
Jan 27, 2026
ANLS
Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
ANLS
Time (s)
LayTextLLM-7B
Model Type=LLM, OCR-ba...
2026.01
81
1.055
LayoutLLM-7B
Model Type=LLM, OCR-ba...
2026.01
80
-
PIP-Qwen2-VL-7B
Model Type=PIP (Ours),...
2026.01
79.3
0.053
Qwen2-VL-7B
Model Type=MLLM, OCR-f...
2026.01
77.9
0.455
PIP-InternVL2-8B
Model Type=PIP (Ours),...
2026.01
72.3
0.064
InternVL2-8B
Model Type=MLLM, OCR-f...
2026.01
61.2
0.615
Vicuna-1.5-7B
Model Type=LLM, OCR-ba...
2026.01
48.1
0.779
Llama2-7B
Model Type=LLM, OCR-ba...
2026.01
40.8
0.692
LLaVA-1.5-7B
Model Type=MLLM, OCR-f...
2026.01
1.9
0.31
LLaVAR-7B
Model Type=MLLM, OCR-f...
2026.01
1.7
0.327
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