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Multimodal Named Entity Recognition on Twitter 2017

0.9143F1 Score

PGIM

Updated 4d ago

Evaluation Results

Method	Links
PGIM 2023.05		0.9143	0.9646	0.8989	0.8903	0.7962	0.9086	0.9201
MoReMoE 2023.05		0.9067	-	-	-	-	-	-
CAT-MNER 2023.05		0.9047	0.9461	0.884	0.8814	0.805	0.9027	0.9067
MoReImage 2023.05		0.9028	-	-	-	-	-	-
PromptMNER 2023.05		0.9027	-	-	-	-	0.8993	0.906
ITA 2023.05		0.8975	-	-	-	-	-	-
MoReText 2023.05		0.8949	-	-	-	-	-	-
ROBERTa-SPAN 2023.05		0.8906	0.9427	0.8623	0.8722	0.7494	0.8871	0.8944
MNER-QG 2023.05		0.8725	0.9317	0.8602	0.8464	0.7183	0.8857	0.8596
R-GCN 2023.05		0.8711	0.9286	0.861	0.8405	0.7238	0.8672	0.8753
UMGF 2023.05		0.8551	0.9192	0.8522	0.8313	0.6983	0.8654	0.845
UMT 2023.05		0.8531	0.9156	0.8473	0.8224	0.701	0.8528	0.8534
BERT-SPAN 2023.05		0.8514	0.9084	0.8555	0.8199	0.6977	0.8568	0.846
BERT-CRF 2023.05		0.8496	0.9066	0.8489	0.8371	0.6686	0.861	0.8385
BILSTM-CRF 2023.05		0.7631	0.8512	0.7268	0.725	0.5256	0.7942	0.7343