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Models/VAN

VAN

Reported on 12 benchmarks across 2 tasks · 1 paper · 10 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology6 results

Optical Character Recognition (OCR)onIAM(line-level)
Test CER· 2020-12-07
5
best: 3.4 (TrOCR)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Optical Character Recognition (OCR)onIAM(line-level)
Test WER· 2020-12-07
16.3
best: 14.9 (HTR-VT)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Optical Character Recognition (OCR)onIAM
CER· 2020-12-07
4.32
best: 2.38 (DTrOCR 105M)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Optical Character Recognition (OCR)onREAD2016(line-level)
Test CER· 2020-12-07
4.1
best: 3.9 (HTR-VT)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Optical Character Recognition (OCR)onREAD2016(line-level)
Test WER· 2020-12-07
16.3
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Optical Character Recognition (OCR)onIAM
WER· 2020-12-07
16.24
best: 14.9 (HTR-VT(line-level))
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868

Adversarial6 results

Handwritten Text RecognitiononIAM(line-level)
Test CER· 2020-12-07
5
best: 3.4 (TrOCR)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Handwritten Text RecognitiononIAM(line-level)
Test WER· 2020-12-07
16.3
best: 14.9 (HTR-VT)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Handwritten Text RecognitiononIAM
CER· 2020-12-07
4.32
best: 2.38 (DTrOCR 105M)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Handwritten Text RecognitiononREAD2016(line-level)
Test CER· 2020-12-07
4.1
best: 3.9 (HTR-VT)
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Handwritten Text RecognitiononREAD2016(line-level)
Test WER· 2020-12-07
16.3
SOTA
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868
Handwritten Text RecognitiononIAM
WER· 2020-12-07
16.24
best: 14.9 (HTR-VT(line-level))
End-to-end Handwritten Paragraph Text Recognition Using a Vertical Attention Network arXiv:2012.03868