Paper | Code | Test CER | Test WER | ModelName | ReleaseDate |
---|---|---|---|---|---|
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models | ✓ Link | 3.4 | - | TrOCR | 2021-09-21 |
HTR-VT: Handwritten Text Recognition with Vision Transformer | ✓ Link | 4.7 | 14.9 | HTR-VT | 2024-09-13 |
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network | ✓ Link | 5.0 | 16.3 | VAN | 2020-12-07 |
OrigamiNet: Weakly-Supervised, Segmentation-Free, One-Step, Full Page Text Recognition by learning to unfold | ✓ Link | 6.0 | 22.3 | OrigamiNet-12 | 2020-06-12 |
Recurrence-free unconstrained handwritten text recognition using gated fully convolutional network | ✓ Link | 8.0 | 28.6 | GFCN | 2020-12-09 |