Visually-rich Document Named Entity Recognition on CORD r (test)
91.85F1 ScoreTPP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TPPBackbone=LayoutLMv3, Pre-processing=None2023.10 | 91.85 | — | |
| TPPBackbone=LayoutLMv3, Pre-processing=None2023.10 | 91.85 | — | |
| TPPBackbone=LayoutMask, Pre-processing=None2023.10 | 89.34 | — | |
| TPPBackbone=LayoutMask, Pre-processing=None2023.10 | 89.34 | — | |
| Sequence LabelingBackbone=LayoutLMv3, Pre-processing=TPPC2023.10 | 83.24 | 92.43 | |
| Sequence LabelingBackbone=LayoutLMv3, Pre-processing=TPP_C2023.10 | 83.24 | 92.43 | |
| Sequence LabelingBackbone=LayoutLMv3, Pre-processing=None2023.10 | 82.72 | 92.1 | |
| Sequence LabelingBackbone=LayoutLMv3, Pre-processing=None2023.10 | 82.72 | 92.1 | |
| Sequence LabelingBackbone=LayoutMask, Pre-processing=TPPC2023.10 | 81.9 | 92.43 | |
| Sequence LabelingBackbone=LayoutMask, Pre-processing=TPP_C2023.10 | 81.9 | 92.43 | |
| Sequence LabelingBackbone=LayoutMask, Pre-processing=None2023.10 | 81.84 | 92.1 | |
| Sequence LabelingBackbone=LayoutMask, Pre-processing=None2023.10 | 81.84 | 92.1 | |
| Sequence LabelingBackbone=LayoutLMv3, Pre-processing=LRC2023.10 | 70.33 | 82.1 | |
| Sequence LabelingBackbone=LayoutLMv3, Pre-processing=LR_C2023.10 | 70.33 | 82.1 | |
| Sequence LabelingBackbone=LayoutMask, Pre-processing=LRC2023.10 | 68.05 | 82.1 | |
| Sequence LabelingBackbone=LayoutMask, Pre-processing=LR_C2023.10 | 68.05 | 82.1 |