Semantic Entity Labeling on FUNSD (10-fold cross validation)
81.21F1 ScoreBROS
Evaluation Results
| Method | Links | |
|---|---|---|
| BROSGNN=false, Number of Parameters (x10^6)=1382022.08 | 81.21 | |
| LayoutLMGNN=false, Number of Parameters (x10^6)=3432022.08 | 78.95 | |
| FUDGEGNN=true, Number of Parameters (x10^6)=172022.08 | 66.52 | |
| FUDGE w/o GCNGNN=false, Number of Parameters (x10^6)=122022.08 | 65.07 | |
| Carbonell et al.GNN=true, Number of Parameters (x10^6)=2012022.08 | 64 | |
| FUNSDGNN=true2022.08 | 57 |