Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MoRe-MoE | 91.1 | No | Named Entity and Relation Extraction with Multi-... | 2022-12-03 | Code |
| 2 | MoRe-Image | 90.2 | No | Named Entity and Relation Extraction with Multi-... | 2022-12-03 | Code |
| 3 | ITA-All | 90.15 | No | ITA: Image-Text Alignments for Multi-Modal Named... | 2021-12-13 | Code |
| 4 | MoRe-Text | 90.09 | No | Named Entity and Relation Extraction with Multi-... | 2022-12-03 | Code |
| 5 | BERT-CRF | 89.65 | No | Named Entity and Relation Extraction with Multi-... | 2022-12-03 | Code |
| 6 | RpBERT | 87.8 | No | RpBERT: A Text-image Relation Propagation-based ... | 2021-02-05 | Code |