Text Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
Street View Text (SVT)	CA-FCN	Accuracy98.8	80	3d ago
IIIT, SVT, IC13, IC15, SVTP, CT	CCD-ViT-Small	IIIT Acc98	37	3d ago
Chinese text recognition benchmark	DTrOCR	Scene Acc87.4	33	3d ago
SVTP	MaskOCR (ViT-S)	Word Accuracy94.9	22	3d ago
IC15	MaskOCR (ViT-S)	Word Accuracy90.2	22	3d ago
IIIT5K	MaskOCR (ViT-S)	Word Accuracy98	22	3d ago
SVT	MaskOCR (ViT-S)	Word Accuracy96.9	22	3d ago
IC13	TrOCR	Word Accuracy98.3	22	3d ago
SROIE Task 2 (test)	DTrOCR	F1 Score98.37	19	3d ago
ICDAR 2003	Proposed	Accuracy98.7	19	3d ago
ICDAR 2013	Bai et al. 2018	Accuracy94.4	15	3d ago
Unitail	ABINet	NED0.11	12	3d ago
IIIT 5k-word	Proposed	Accuracy97.1	11	3d ago
TextOCR (test)	TPS-ResNet-BiLSTM-Attn	Word Accuracy69.49	10	3d ago
IIIT (test)		Word Accuracy90.3	10	3d ago
BCTR	MaskOCR (ViT-B)	Accuracy (Scene)73.9	9	3d ago
Turb-text (test)	DATUM	CRNN Accuracy93.55	7	3d ago
IIIT5K	CA-FCN	Accuracy (small)99.8	6	2d ago
ICDAR robust reading 2013 (test)	DictNet	Accuracy90.8	6	3d ago
Multi-domain Text Recognition Benchmark (Street, Synthetic, Documentation, Handwritten, Car License) (test)		Error Rate (St,Sy,D,H -> C)22.43	4	3d ago
In-house-OCR High Resolution	dots.ocr	Avg Normalized Edit Distance92.32	4	2d ago
In-house-OCR Art Font	MinerU2.5	Avg Normalized Edit Distance92.1	4	2d ago
In-house-OCR Vertical Text	MinerU2.5	Avg Normalized Edit Distance71.28	4	2d ago
In-house-OCR Handwritten	MinerU2.5	Avg Normalized Edit Distance86.29	4	2d ago
MLT 2019 (test)	CDistNet	Accuracy66.7	3	3d ago

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