Form Understanding on DeepForm
71.2AccuracyIXC 2.5
Evaluation Results
| Method | Links | |
|---|---|---|
| IXC 2.5Size=7B, Visual tokens=51182024.09 | 71.2 | |
| DocOwl 1.5Size=8B, Visual tokens=16982024.09 | 68.8 | |
| DocOwl2Size=8B, Visual tokens=3242024.09 | 66.8 | |
| DonutSize=<1B, Visual tokens=4800, Fine-tuned=true2024.09 | 61.6 | |
| TextMonkeySize=9B, Visual tokens=7682024.09 | 59.7 | |
| UReaderSize=7B, Visual tokens=8412024.09 | 49.5 | |
| DocOwlSize=7B, Visual tokens=8412024.09 | 42.6 | |
| MonkeySize=9B, Visual tokens=12802024.09 | 40.6 |