SOTA Handwritten text recognition benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
IAM (test)		CER3.2	102	1mo ago
Average across IAM, Rimes, LAM, Rodrigo, and ICFHR2016 (all real handwritten datasets)		CER4.2	66	5d ago
IAM-A (test)	DRetHTR_BASE	CER (%)2.26	24	1mo ago
IAM Aachen (test)	DRetHTRBASE	CER2.26	23	1mo ago
READ 2016 (test)	Coquenet et al.	CER3.59	23	1mo ago
RIMES 3 (test)	SCATTER	WRA96.6	18	1mo ago
IAM 30 (test)	SAR	WRA94.8	18	1mo ago
RIMES (test)	DRetHTR_BASE	CER1.81	15	1mo ago
IAM LAM (test)	HTR-ConvText	CER2.7	13	1mo ago
IAM	MetaWriter	Character Error Rate (CER)3.32	12	18d ago
LAM 34 (test)	HTR-VT	CER2.8	12	1mo ago
IAM A partition (test)	Diaz et al., 2021	CER2.75	12	1mo ago
RIMES	MetaWriter	Character Error Rate (CER)2.13	10	18d ago
IAM (val)		CER3.04	9	1mo ago
IAM (Lexicon split (Target))	TrOCR	CER12.9	8	1mo ago
Custom Real-world Scenarios Handwritten Text		Accuracy90	7	1mo ago
NUST-UHWR Urdu (test)		CER0.0549	7	1mo ago
Old Church Slavonic (OCS)		CER0.115	6	5d ago
READ 2016	DAN	CER3.43	6	1mo ago
IAM-B (test)		CER3.5	6	1mo ago
KHATT Arabic (test)	FCN	CER8.77	6	1mo ago
RIMES 2009	DAN	CER0.0454	5	1mo ago
BRESSAY	MT-DAN	CER (%)2.33	5	1mo ago
HANDS-VNOnDB (test)	HTR-ConvText	CER0.0345	5	1mo ago
RIMES line level (test)	MetaWriter	CER2.19	5	1mo ago

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