SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1051–1075 of 1209 papers

TitleStatusHype
OCRAPOSE II: An OCR-based indoor positioning system using mobile phone images—0
EAST: An Efficient and Accurate Scene Text DetectorCode1
Attention-based Extraction of Structured Information from Street View ImageryCode0
Effective search space reduction for spell correction using character neural embeddings—0
Important New Developments in Arabographic Optical Character Recognition (OCR)—0
Content-based similar document image retrieval using fusion of CNN features—0
A Holistic Approach for Optimizing DSP Block Utilization of a CNN implementation on FPGA—0
Twitter100k: A Real-world Dataset for Weakly Supervised Cross-Media Retrieval—0
Endangered Data for Endangered Languages: Digitizing Print dictionaries—0
End-to-End Interpretation of the French Street Name Signs DatasetCode0
Language Independent Single Document Image Super-Resolution using CNN for improved recognition—0
Document Decomposition of Bangla Printed Text—0
Case Study of a highly automated Layout Analysis and OCR of an incunabulum: 'Der Heiligen Leben' (1488)Code0
LAREX - A semi-automatic open-source Tool for Layout Analysis and Region Extraction on Early Printed BooksCode0
Profiling of OCR'ed Historical Texts Revisited—0
Mining Spatio-temporal Data on Industrialization from Historical RegistriesCode0
Recognition of Text Image Using Multilayer Perceptron—0
papago: A Machine Translation Service with Word Sense Disambiguation and Currency Conversion—0
Providing and Analyzing NLP Terms for our Community—0
Detection of Text Reuse in French Medical Corpora—0
Integrating Optical Character Recognition and Machine Translation of Historical Documents—0
Implementation of a Workflow Management System for Non-Expert Users—0
Align Me: A framework to generate Parallel Corpus Using OCRs and Bilingual Dictionaries—0
Statistical Learning for OCR Text Correction—0
Old Content and Modern Tools - Searching Named Entities in a Finnish OCRed Historical Newspaper Collection 1771-1910—0
Show:102550
← PrevPage 43 of 49Next →
All datasetsBenchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical StudyVideoDB's OCR Benchmark Public CollectionFSNS - TestI2L-140KSUTim2latex-100k

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DTrOCRAccuracy (%)89.6—Unverified
2DTrOCR 105MAccuracy (%)89.6—Unverified
3MaskOCR-LAccuracy (%)82.6—Unverified
4TransOCRAccuracy (%)72.8—Unverified
5SRNAccuracy (%)65—Unverified
6MORANAccuracy (%)64.3—Unverified
7SEEDAccuracy (%)61.2—Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4oAverage Accuracy76.22—Unverified
2Gemini-1.5 ProAverage Accuracy76.13—Unverified
3Claude-3 SonnetAverage Accuracy67.71—Unverified
4RapidOCRAverage Accuracy56.98—Unverified
5EasyOCRAverage Accuracy49.3—Unverified
#ModelMetricClaimedVerifiedStatus
1STREETSequence error27.54—Unverified
2SEESequence error22—Unverified
3AttentionOCR_Inception-resnet-v2_LocationSequence error15.8—Unverified
#ModelMetricClaimedVerifiedStatus
1I2L-NOPOOLBLEU89.09—Unverified
2I2L-STRIPSBLEU89—Unverified
#ModelMetricClaimedVerifiedStatus
1TesseractCharacter Error Rate (CER)0.08—Unverified
2EasyOCRCharacter Error Rate (CER)0.07—Unverified
#ModelMetricClaimedVerifiedStatus
1I2L-STRIPSBLEU88.86—Unverified