Optical Character Recognition (OCR)

Optical Character Recognition or Optical Character Reader (OCR) is the electronic or mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo of a document, a scene-photo (for example the text on signs and billboards in a landscape photo, license plates in cars...) or from subtitle text superimposed on an image (for example: from a television broadcast)

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 911–920 of 1209 papers

Title	Date	Tasks	Status
OCR4all -- An Open-Source Tool Providing a (Semi-)Automatic OCR Workflow for Historical Printings	Sep 9, 2019	Optical Character RecognitionOptical Character Recognition (OCR)	—Unverified
HoughNet: neural network architecture for vanishing points detection	Sep 9, 2019	Optical Character Recognition (OCR)	—Unverified
An Efficient and Layout-Independent Automatic License Plate Recognition System Based on the YOLO detector	Sep 4, 2019	Data AugmentationGPU	CodeCode Available
PopEval: A Character-Level Approach to End-To-End Evaluation Compatible with Word-Level Benchmark Dataset	Aug 29, 2019	Optical Character Recognition (OCR)	CodeCode Available
Towards Unconstrained End-to-End Text Spotting	Aug 24, 2019	Instance SegmentationOptical Character Recognition (OCR)	—Unverified
A BLSTM Network for Printed Bengali OCR System with High Accuracy	Aug 23, 2019	Optical Character Recognition (OCR)Vocal Bursts Intensity Prediction	—Unverified
A Comparative Study of Filtering Approaches Applied to Color Archival Document Images	Aug 16, 2019	DenoisingImage Enhancement	—Unverified
A Single-Shot Arbitrarily-Shaped Text Detector based on Context Attended Multi-Task Learning	Aug 15, 2019	Multi-Task LearningOptical Character Recognition (OCR)	—Unverified
Nonparametric modeling cash flows of insurance company	Aug 14, 2019	Optical Character Recognition (OCR)	—Unverified
Self-supervised Data Bootstrapping for Deep Optical Character Recognition of Identity Documents	Aug 12, 2019	Optical Character RecognitionOptical Character Recognition (OCR)	—Unverified

Show:10 25 50

← PrevPage 92 of 121Next →

All datasets Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study VideoDB's OCR Benchmark Public Collection FSNS - Test I2L-140K SUT im2latex-100k

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DTrOCR	Accuracy (%)	89.6	—	Unverified
2	DTrOCR 105M	Accuracy (%)	89.6	—	Unverified
3	MaskOCR-L	Accuracy (%)	82.6	—	Unverified
4	TransOCR	Accuracy (%)	72.8	—	Unverified
5	SRN	Accuracy (%)	65	—	Unverified
6	MORAN	Accuracy (%)	64.3	—	Unverified
7	SEED	Accuracy (%)	61.2	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	GPT-4o	Average Accuracy	76.22	—	Unverified
2	Gemini-1.5 Pro	Average Accuracy	76.13	—	Unverified
3	Claude-3 Sonnet	Average Accuracy	67.71	—	Unverified
4	RapidOCR	Average Accuracy	56.98	—	Unverified
5	EasyOCR	Average Accuracy	49.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	STREET	Sequence error	27.54	—	Unverified
2	SEE	Sequence error	22	—	Unverified
3	AttentionOCR_Inception-resnet-v2_Location	Sequence error	15.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	I2L-NOPOOL	BLEU	89.09	—	Unverified
2	I2L-STRIPS	BLEU	89	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Tesseract	Character Error Rate (CER)	0.08	—	Unverified
2	EasyOCR	Character Error Rate (CER)	0.07	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	I2L-STRIPS	BLEU	88.86	—	Unverified