Named Entity Recognition (NER) on FUNSD-r
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TPP (LayoutLMv3) | 80.4 | No | Reading Order Matters: Information Extraction fr... | 2023-10-17 | Code |
| 2 | LayoutLMv3 | 78.77 | No | LayoutLMv3: Pre-training for Document AI with Un... | 2022-04-18 | Code |
| 3 | TPP (LayoutMask) | 78.19 | No | Reading Order Matters: Information Extraction fr... | 2023-10-17 | Code |
| 4 | LayoutMask | 77.1 | No | LayoutMask: Enhance Text-Layout Interaction in M... | 2023-05-30 | - |