Document Information Extraction on CORD 45 (test)
84.1F1 ScoreDonut
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DonutOCR-based=false, Number of parameters=143M, Inference time (s)=1.22021.11 | 84.1 | 90.9 | |
| LayoutLMv2OCR-based=true, Number of parameters=179M + alpha, Inference time (s)=1.72021.11 | 78.9 | 82.4 | |
| LayoutLMOCR-based=true, Number of parameters=89M + alpha, Inference time (s)=1.72021.11 | 78.4 | 81.3 | |
| BROSOCR-based=true, Number of parameters=86M + alpha, Inference time (s)=1.72021.11 | 74.7 | 70 | |
| SPADEOCR-based=true, Number of parameters=93M + alpha, Inference time (s)=42021.11 | 74 | 75.8 | |
| BERTOCR-based=true, Number of parameters=86M + alpha, Inference time (s)=1.62021.11 | 73 | 65.5 | |
| WYVERNOCR-based=true, Number of parameters=106M + alpha, Inference time (s)=1.22021.11 | 43.3 | 46.9 |