Information Extraction on FUNSD (F1)
92.08F1 ScoreLayoutLMv3
Evaluation Results
| Method | Links | |
|---|---|---|
| LayoutLMv3Pipeline=Specialized2023.05 | 92.08 | |
| Dublin_fixed_resResolution=Fixed2023.05 | 77.8 | |
| Dublin_variable_resResolution=Variable2023.05 | 77.8 | |
| Qwen2-VL-7B + RIDGE + DocVQA + FUNSDDataset Combinations=+RIDGE+DocVQA+FUNSD2025.04 | 67.54 | |
| Qwen2-VL-7B + RIDGE + DocVQADataset Combinations=+RIDGE+DocVQA2025.04 | 66.21 | |
| Qwen2-VL-7B + RIDGEDataset Combinations=+RIDGE2025.04 | 65.72 | |
| BERT_large/T5Type=Text Baseline2023.05 | 65.63 | |
| Qwen2-VL-7BDataset Combinations=Base Model2025.04 | 59.89 |