Entity Linking on FUNSD
88.88Entity Linking ScoreESP
Evaluation results
| Method | Links | |
|---|---|---|
| ESP#Params=50M, supervised_pretrained=true2024.09 | 88.88 | |
| RORE-GeoLayoutLM#Params=399M+242024.09 | 88.46 | |
| GeoLayoutLM#Params=399M2024.09 | 88.06 | |
| RORE-LayoutLMv3#Params=368M+242024.09 | 80.84 | |
| LayoutLMv3#Params=368M, reproduced=true2024.09 | 79.37 | |
| BROS#Params=340M2024.09 | 77.01 | |
| DocTr#Params=153M2024.09 | 73.9 | |
| RE2#Params=base2024.09 | 71.76 | |
| RORE-LayoutLMv3#Params=133M+122024.09 | 71.69 | |
| LayoutLMv3#Params=133M2024.09 | 69.8 | |
| SERA#Params=base2024.09 | 65.96 | |
| LiLT#Params=base2024.09 | 62.76 | |
| Doc2Graph#Params=base2024.09 | 53.36 | |
| DocReL#Params=142M2024.09 | 46.1 | |
| StrucTexT#Params=107M2024.09 | 44.1 | |
| SPADE#Params=base2024.09 | 41.3 |