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 41–50 of 1209 papers

Title	Date	Tasks	Status	Hype
ReadBench: Measuring the Dense Text Visual Reading Ability of Vision-Language Models	May 25, 2025	Optical Character Recognition (OCR)Reading Comprehension	CodeCode Available	1
Words as Geometric Features: Estimating Homography using Optical Character Recognition as Compressed Image Representation	May 25, 2025	Anomaly DetectionHomography Estimation	—Unverified	0
TextFlux: An OCR-Free DiT Model for High-Fidelity Multilingual Scene Text Synthesis	May 23, 2025	Optical Character Recognition (OCR)Text Generation	—Unverified	0
One RL to See Them All: Visual Triple Unified Reinforcement Learning	May 23, 2025	AllMath	—Unverified	0
TokBench: Evaluating Your Visual Tokenizer before Visual Generation	May 23, 2025	Face RecognitionFace Reconstruction	—Unverified	0
OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning	May 22, 2025	Optical Character Recognition (OCR)Visual Reasoning	CodeCode Available	0
ARB: A Comprehensive Arabic Multimodal Reasoning Benchmark	May 22, 2025	document understandingMultimodal Reasoning	CodeCode Available	1
What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse	May 22, 2025	Optical Character Recognition (OCR)Stance Detection	—Unverified	0
How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads	May 21, 2025	Optical Character RecognitionOptical Character Recognition (OCR)	—Unverified	0
Every Pixel Tells a Story: End-to-End Urdu Newspaper OCR	May 20, 2025	ArticlesImage Super-Resolution	—Unverified	0

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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