Text Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
Street View Text (SVT)	CA-FCN	Accuracy98.8	80	1mo ago
IIIT, SVT, IC13, IC15, SVTP, CT	CCD-ViT-Small	IIIT Acc98	37	1mo ago
Chinese text recognition benchmark	DTrOCR	Scene Acc87.4	33	1mo ago
SVTP	MaskOCR (ViT-S)	Word Accuracy94.9	22	1mo ago
IC15	MaskOCR (ViT-S)	Word Accuracy90.2	22	1mo ago
IIIT5K	MaskOCR (ViT-S)	Word Accuracy98	22	1mo ago
SVT	MaskOCR (ViT-S)	Word Accuracy96.9	22	1mo ago
IC13	TrOCR	Word Accuracy98.3	22	1mo ago
SROIE Task 2 (test)	DTrOCR	F1 Score98.37	19	1mo ago
ICDAR 2003	Proposed	Accuracy98.7	19	1mo ago
ICDAR 2013	Bai et al. 2018	Accuracy94.4	15	1mo ago
Unitail	ABINet	NED0.11	12	1mo ago
IIIT 5k-word	Proposed	Accuracy97.1	11	1mo ago
TextOCR (test)	TPS-ResNet-BiLSTM-Attn	Word Accuracy69.49	10	1mo ago
IIIT (test)		Word Accuracy90.3	10	1mo ago
OmniDocBench v1.6 (Full)	MinerU2.5-Pro	Edit Distance1.9	9	11d ago
OmniDocBench v1.6 (Hard)	MinerU2.5-Pro	Edit Distance4.8	9	11d ago
OmniDocBench Base v1.6	MinerU2.5-Pro	Edit Distance1.5	9	11d ago
BCTR	MaskOCR (ViT-B)	Accuracy (Scene)73.9	9	1mo ago
Turb-text (test)	DATUM	CRNN Accuracy93.55	7	1mo ago
IIIT5K	CA-FCN	Accuracy (small)99.8	6	1mo ago
ICDAR robust reading 2013 (test)	DictNet	Accuracy90.8	6	1mo ago
30-page PG (test)	PG fine-tuned model	CER (%)1.05	4	1mo ago
Multi-domain Text Recognition Benchmark (Street, Synthetic, Documentation, Handwritten, Car License) (test)		Error Rate (St,Sy,D,H -> C)22.43	4	1mo ago
In-house-OCR High Resolution	dots.ocr	Avg Normalized Edit Distance92.32	4	1mo ago

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