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Key Information Extraction on KLC (test)
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60.3
F1 Score
DocLLM-7B
26.5
35.275
44.05
52.825
Dec 31, 2023
Feb 21, 2024
Apr 13, 2024
Jun 4, 2024
Jul 26, 2024
Sep 16, 2024
Nov 8, 2024
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
DocLLM-7B
Model Size=7B, Modalit...
2023.12
60.3
DocLLM-1B
Model Size=1B, Modalit...
2023.12
58.9
GPT-4+OCR
Model Size=~1T, Modali...
2023.12
45.9
mPLUG-DocOwl 1.5
backbone=mPLUG-Owl 2,...
2024.11
38.7
HVFA
backbone=mPLUG-Owl, fi...
2024.11
36.7
UReader
Model Size=~7B, Modali...
2023.12
32.8
mPLUG-DocOwl
Model Size=~7B, Modali...
2023.12
30.3
Llama2+OCR
Model Size=7B, Modalit...
2023.12
27.8
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