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Benchmarks
Pair Extraction on RFUND-EN (test)
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79.27
F1 Score
PEneo
18.6276
34.3713
50.115
65.8587
Jan 7, 2024
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
PEneo
Backbone=LayoutLMv3BAS...
2024.01
79.27
PEneo
Backbone=LiLT[InfoXLM]...
2024.01
74.29
PEneo
Backbone=LayoutXLMBASE...
2024.01
74.25
PEneo
Backbone=LiLT[EN-R]BAS...
2024.01
74.22
PEneo
Backbone=LayoutLMv2BAS...
2024.01
71.97
GeoLayoutLM
Pipeline=SER+RE
2024.01
69.03
LayoutLMv3BASE
Pipeline=SER+RE, Note=...
2024.01
57.66
LiLT[EN-R]BASE
Pipeline=SER+RE
2024.01
54.33
FUDGE
Pipeline=End-to-End, N...
2024.01
53.15
LayoutXLMBASE
Pipeline=SER+RE
2024.01
52.98
LiLT[InfoXLM]BASE
Pipeline=SER+RE
2024.01
52.18
TPP-LayoutLMv3BASE
Pipeline=Joint, Note=a...
2024.01
50.27
LayoutLMv2BASE
Pipeline=SER+RE
2024.01
49.06
GPT-4V
Pipeline=Image2Seq, OC...
2024.01
38.15
Donut
Pipeline=Image2Seq
2024.01
24.54
GPT-4V
Pipeline=Image2Seq, OC...
2024.01
20.96
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