Multi Modal Named Entity Recognition On

Results

Performance results of various models on this benchmark

Model Name	F1	Paper Title
PGIM	79.33	Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined Knowledge
BERT-CRF	77.04	Named Entity and Relation Extraction with Multi-Modal Retrieval
MoRe-Text	77.91	Named Entity and Relation Extraction with Multi-Modal Retrieval
MoRe-MoE	79.21	Named Entity and Relation Extraction with Multi-Modal Retrieval
RpBERT	74.90	RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER
MoRe-Image	78.13	Named Entity and Relation Extraction with Multi-Modal Retrieval

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