Document Information Extraction on DeepForm
68.8F1 ScoreDocOwl-1.5
Evaluation results
| Method | Links | |
|---|---|---|
| DocOwl-1.5Trainable Parameters=8.1B2026.02 | 68.8 | |
| PositionOCRTrainable Parameters=131M2026.02 | 66.3 | |
| QwenVLTrainable Parameters=9.6B2026.02 | 65.7 | |
| HRVDATrainable Parameters=7.1B2026.02 | 63.2 | |
| DonutTrainable Parameters=176M2026.02 | 61.6 | |
| UReaderTrainable Parameters=7.1B2026.02 | 49.5 | |
| DocOwlTrainable Parameters=7.3B2026.02 | 42.6 | |
| MonkeyTrainable Parameters=9.8B2026.02 | 40.6 |