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Information Extraction on SROIE
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98.17
F1 Score
LAMBERT
-2.1588
23.8881
49.935
75.9819
Feb 19, 2020
Feb 18, 2021
Feb 19, 2022
Feb 20, 2023
Feb 21, 2024
Feb 21, 2025
Feb 22, 2026
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
LAMBERT
Params=125M, Training=...
2020.02
98.17
LayoutLMv2
Params=426M, Setup=Ext...
2020.02
97.81
LayoutLM
Params=343M, Setup=Ext...
2020.02
97.09
LayoutLMv2
Params=200M, Setup=Ext...
2020.02
96.25
LayoutLM
Params=113M, Setup=Ext...
2020.02
94.38
RoBERTa
Params=125M, Training=...
2020.02
93.03
RoBERTa
Params=125M, Training=...
2020.02
92.39
HRVDA
Resolution=1536
2024.04
91
SeRum
Resolution=1280, Fine-...
2024.04
85.8
Donut
Resolution=1280, Fine-...
2024.04
83.2
Mini-Monkey
Trainable Parameters=2B
2026.02
70.3
PositionOCR
Trainable Parameters=131M
2026.02
63.8
TextMonkey
Trainable Parameters=9.7B
2026.02
47
Monkey
Trainable Parameters=9.8B
2026.02
41.9
DocPeida
Trainable Parameters=7.1B
2026.02
21.4
DocOwl
Trainable Parameters=7.3B
2026.02
1.7
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