Text Recognition on SROIE Task 2 (test)
98.37F1 ScoreDTrOCR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DTrOCR2023.08 | 98.37 | 98.51 | 98.24 | |
| TrOCRmodel_size=LARGE2021.09 | 96.58 | 96.57 | 96.59 | |
| TrOCRLARGE2023.08 | 96.58 | 96.57 | 96.59 | |
| H&H Lab2021.09 | 96.43 | 96.52 | 96.35 | |
| H&H Lab2023.08 | 96.43 | 96.52 | 96.35 | |
| TrOCRmodel_size=BASE2021.09 | 96.34 | 96.31 | 96.37 | |
| TrOCRmodel_size=SMALL2021.09 | 95.82 | 95.74 | 95.89 | |
| MSOLab2021.09 | 94.82 | 94.88 | 94.77 | |
| MSOLab2023.08 | 94.82 | 94.88 | 94.77 | |
| CLOVA OCR2021.09 | 94.59 | 94.88 | 94.3 | |
| CLOVA OCR2023.08 | 94.59 | 94.88 | 94.3 | |
| Tesseract OCR2021.09 | 54.57 | 51.93 | 57.5 | |
| UNITBackbone=ViT-H/14, #Params=632M, Input=896 x 8962024.09 | 41.48 | — | — | |
| CRNN2021.09 | 36.09 | 48.58 | 28.71 | |
| CRNN2023.08 | 36.09 | 48.58 | 28.71 | |
| NougatBackbone=SAM-ViT-B, #Params=247M, Input=896 × 6722024.09 | 33.64 | — | — | |
| RADIOBackbone=ViT-H/14, #Params=632M, Input=896 x 896, Reimplemented=true2024.09 | 10.42 | — | — | |
| VaryBackbone=SAM-ViT-B, #Params=525M, Input=1024 x 1024, Reimplemented=true2024.09 | 9.84 | — | — | |
| DonutBackbone=Swin-B, #Params=260M, Input=1280 × 9602024.09 | 8.94 | — | — |