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Benchmarks
Key Information Extraction on CORD v1 (test)
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97.3
ANLS
PIP-Qwen2-VL-7B
-1.396
24.227
49.85
75.473
Jan 27, 2026
ANLS
Time (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
ANLS
Time (s)
PIP-Qwen2-VL-7B
Model Type=PIP (Ours),...
2026.01
97.3
0.028
PIP-InternVL2-8B
Model Type=PIP (Ours),...
2026.01
93.1
0.022
Qwen2-VL-7B
Model Type=MLLM, OCR-f...
2026.01
91.2
0.288
InternVL2-8B
Model Type=MLLM, OCR-f...
2026.01
88.2
0.314
LayTextLLM-7B
Model Type=LLM, OCR-ba...
2026.01
82.5
0.339
LayoutLLM-7B
Model Type=LLM, OCR-ba...
2026.01
72.1
-
Vicuna-1.5-7B
Model Type=LLM, OCR-ba...
2026.01
68.2
0.249
Llama2-7B
Model Type=LLM, OCR-ba...
2026.01
15.9
0.237
LLaVA-1.5-7B
Model Type=MLLM, OCR-f...
2026.01
3.8
0.207
LLaVAR-7B
Model Type=MLLM, OCR-f...
2026.01
2.4
0.218
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