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Document Information Extraction on KLC (test)
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36.7
F1 Score
mPLUG-Owl-7B + Ours
2.796
11.598
20.4
29.202
Nov 8, 2024
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
mPLUG-Owl-7B + Ours
Model Params=7.2B, Tra...
2024.11
36.7
mPLUG-Owl-7B + UReader
Model Params=7.2B, Tra...
2024.11
32.8
Donut
Model Params=143M, Tra...
2024.11
30
BLIP-2-OPT-2.7B + Ours
Model Params=3.8B, Tra...
2024.11
23.8
BLIP-2-OPT-2.7B + UReader
Model Params=3.8B, Tra...
2024.11
18.3
Qwen-VL
Model Params=9.6B, Tra...
2024.11
4.1
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