Handwriting Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
IAM	DTrOCR	CER2.38	39	2mo ago
IAM-5-Random		CER0.64	22	1mo ago
IAM	OCR+PAGEN	CER0.63	20	1mo ago
LipiTk Handwriting Devanagari script (test)	CROSSGRAD	Accuracy88.6	19	3mo ago
CASIA 5		CER8.39	15	1mo ago
OnHW-words500 Right-Handed WI	Ours-Base	CER7.37	10	5d ago
Our Word-Based Dataset WI	Ours-Base	CER9.44	9	5d ago
sentence-based dataset (WI)	Ours-Base	CER6.78	9	5d ago
RIMES		CER1.9	8	3mo ago
RIMES (val)		CER1.74	8	3mo ago
IAM Paragraph Level (test)	FPHR+Aug	Mean Test CER (w/o LM)6.3	7	3mo ago
CVL Modern Clean Handwriting (test)		Word Accuracy82.3	6	2mo ago
IAM page paragraph	Vertical Attention Network	CER4.5	6	3mo ago
IAM Offline (test)	Ours	Accuracy59.2	6	3mo ago
IAM Online	Ours	Accuracy56.7	6	3mo ago
George Washington Historical Handwriting	Detector Baseline	CER3.7	5	2mo ago
IAM Single Line (test)	Kang et al.	Mean Test CER (w/o LM)4.7	5	3mo ago
NepaliC (test)	CSD	Accuracy84.1	5	3mo ago
N2S (target)	DAN	CER5.3	4	3mo ago
N2S (source)	DAN	CER2.1	4	3mo ago
IAM Offline		Accuracy (Lexicon)87.1	4	3mo ago
IAM Vector (test)	Sketch2Vec	Word Recognition Accuracy (Lexicon)31.6	3	3mo ago
IAM Image (test)	Sketch2Vec	Word Acc (Lexicon)33.8	3	3mo ago

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