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 161–170 of 1209 papers

Title	Date	Tasks	Status	Hype
Aligned Music Notation and Lyrics Transcription	Dec 5, 2024	Language ModelingLanguage Modelling	CodeCode Available	0
Text Change Detection in Multilingual Documents Using Image Comparison	Dec 5, 2024	BinarizationChange Detection	—Unverified	0
Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion	Dec 5, 2024	Contrastive LearningHallucination	CodeCode Available	3
PaliGemma 2: A Family of Versatile VLMs for Transfer	Dec 4, 2024	Language ModelingLanguage Modelling	CodeCode Available	3
CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy	Dec 3, 2024	HallucinationKey Information Extraction	—Unverified	0
OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation	Dec 3, 2024	Optical Character RecognitionOptical Character Recognition (OCR)	CodeCode Available	2
Arabic Handwritten Document OCR Solution with Binarization and Adaptive Scale Fusion Detection	Dec 2, 2024	BinarizationOptical Character Recognition (OCR)	—Unverified	0
TextSSR: Diffusion-based Data Synthesis for Scene Text Recognition	Dec 2, 2024	Image GenerationOptical Character Recognition (OCR)	CodeCode Available	2
DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and Trustworthiness	Nov 29, 2024	Optical Character Recognition (OCR)Question Answering	CodeCode Available	0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs	Nov 28, 2024	AttributeHallucination	—Unverified	0

Show:10 25 50

← PrevPage 17 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