Document Information Extraction on Business Card
57.8F1 ScoreDonut
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DonutOCR-based=false, Number of parameters=143M, Inference time (s)=1.42021.11 | 57.8 | 84.4 | |
| LayoutLMv2OCR-based=true, Number of parameters=179M + alpha, Inference time (s)=1.62021.11 | 52.2 | 83 | |
| BERTOCR-based=true, Number of parameters=86M + alpha, Inference time (s)=1.52021.11 | 40.8 | 72.1 | |
| SPADEOCR-based=true, Number of parameters=93M + alpha, Inference time (s)=4.32021.11 | 32.3 | 51.3 | |
| WYVERNOCR-based=true, Number of parameters=106M + alpha, Inference time (s)=1.72021.11 | 29.9 | 51.5 |