Key Information Extraction on BizDocs (held-out)
72.6F1 ScoreDocLLM-7B
Evaluation results
| Method | Links | |
|---|---|---|
| DocLLM-7BSize=7B, Setting=STDD2023.12 | 72.6 | |
| GPT-4+OCRSize=~1T, Setting=ZS2023.12 | 66.1 | |
| DocLLM-1BSize=1B, Setting=STDD2023.12 | 63 | |
| Llama2+OCRSize=7B, Setting=ZS2023.12 | 10.8 |