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Semantic Type Classification on VizNet (test)

0.925Support-weighted F1

DCoM-Single-DistilBERT

Updated 4d ago

Evaluation Results

Method	Links
DCoM-Single-DistilBERT 2021.06		0.925
DCoM-Single-DistilBERT 2021.06		0.922
DCoM-Single-Electra 2021.06		0.909
DCoM-Single-Electra 2021.06		0.907
DCoM-Single-DistilBERT 2021.06		0.904
DCoM-Single-DistilBERT 2021.06		0.901
DCoM-Single-LSTM 2021.06		0.898
DCoM-Single-LSTM 2021.06		0.895
DCoM-Single-Electra 2021.06		0.892
DCoM-Single-Electra 2021.06		0.89
Sherlock 2021.06		0.89
DCoM-Multi-LSTM 2021.06		0.881
DCoM-Multi-LSTM 2021.06		0.878
DCoM-Single-LSTM 2021.06		0.877
DCoM-Single-LSTM 2021.06		0.871
DCoM-Multi-LSTM 2021.06		0.871
DCoM-Multi-LSTM 2021.06		0.869
Random Forest 2021.06		0.84
Decision tree 2021.06		0.76
Consensus 2021.06		0.32
Dictionary 2021.06		0.16
Regular expression 2021.06		0.04