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Models/DODUO

DODUO

Reported on 10 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base12 results

Data IntegrationonVizNet-Sato-Full
Macro-F1· 2021-04-05
84.6
best: 85.63 (Watchog)
SOTA
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Data IntegrationonVizNet-Sato-MultiColumn
Macro-F1· 2021-04-05
83.8
SOTA
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Table annotationonVizNet-Sato-Full
Macro-F1· 2021-04-05
84.6
best: 85.63 (Watchog)
SOTA
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Table annotationonVizNet-Sato-MultiColumn
Macro-F1· 2021-04-05
83.8
SOTA
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Data IntegrationonWikiTables-TURL-CTA
F1 (%)· 2021-04-05
92.45
best: 94.75 (TURL)
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Data IntegrationonWikiTables-TURL-CPA
F1 (%)· 2021-04-05
91.72
best: 94.91 (TURL)
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Table annotationonWikiTables-TURL-CTA
F1 (%)· 2021-04-05
92.45
best: 94.75 (TURL)
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Table annotationonWikiTables-TURL-CPA
F1 (%)· 2021-04-05
91.72
best: 94.91 (TURL)
Annotating Columns with Pre-trained Language Models arXiv:2104.01785
Data IntegrationonWDC SOTAB
Micro F1
84.82
Data IntegrationonWDC SOTAB
Micro F1
79.96
best: 84.82
Table annotationonWDC SOTAB
Micro F1
84.82
Table annotationonWDC SOTAB
Micro F1
79.96
best: 84.82