Document Information Extraction on Receipt
78.6F1 ScoreDonut
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DonutOCR-based=false, Number of parameters=143M, Inference time (s)=1.92021.11 | 78.6 | 88.6 | |
| LayoutLMv2OCR-based=true, Number of parameters=179M + alpha, Inference time (s)=2.62021.11 | 72.9 | 78 | |
| WYVERNOCR-based=true, Number of parameters=106M + alpha, Inference time (s)=3.42021.11 | 71.5 | 82.9 | |
| BERTOCR-based=true, Number of parameters=86M + alpha, Inference time (s)=2.52021.11 | 70.3 | 54.1 | |
| SPADEOCR-based=true, Number of parameters=93M + alpha, Inference time (s)=7.32021.11 | 64.1 | 53.2 |