Multimodal Named Entity Recognition on Twitter-15 (test)
79.21F1 ScoreMoRe_MoE
Evaluation Results
| Method | Links | |
|---|---|---|
| MoRe_MoERetrieval Modality=Mixture-of-Experts (Text + Image)2022.12 | 79.21 | |
| MoRe_ImageRetrieval Modality=Image-based2022.12 | 78.13 | |
| ITARetrieval Modality=None2022.12 | 78.03 | |
| MoRe_TextRetrieval Modality=Textual2022.12 | 77.91 | |
| Ours: BaselineRetrieval Modality=None2022.12 | 77.29 | |
| ITA-All+CVASource=Our Reproductions2021.12 | 76.01 | |
| Sun et al.Retrieval Modality=None2022.12 | 74.9 | |
| UMGFSource=Reported2021.12 | 74.85 | |
| Zhang et al.Retrieval Modality=None2022.12 | 74.85 | |
| BERT-CRFSource=Reproduced2021.12 | 74.79 | |
| UMGFSource=Reproduced2021.12 | 74.42 | |
| RpBERT baseSource=Reported, Note=uses the test set to select the best model2021.12 | 74.4 | |
| RIVA +Source=Reported2021.12 | 73.8 | |
| Sun et al.Retrieval Modality=None2022.12 | 73.8 | |
| UMT+Source=Reported2021.12 | 73.41 | |
| Yu et al.Retrieval Modality=None2022.12 | 73.41 | |
| OCSGASource=Reported2021.12 | 72.92 | |
| Wu et al.Retrieval Modality=None2022.12 | 72.92 | |
| UMTSource=Reproduced2021.12 | 72.83 | |
| BERT-CRF+Source=Reported2021.12 | 71.81 | |
| RpBERT baseSource=Reproduced2021.12 | 67.21 |