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 401–425 of 1209 papers

TitleStatusHype
Handwriting Classification for the Analysis of Art-Historical DocumentsCode0
HENet: Forcing a Network to Think More for Font RecognitionCode0
GeoContrastNet: Contrastive Key-Value Edge Learning for Language-Agnostic Document UnderstandingCode0
Building a Part-of-Speech Tagged Corpus for Drenjongke (Bhutia)Code0
Separate and Locate: Rethink the Text in Text-based Visual Question AnsweringCode0
Efficient Multi-domain Text Recognition Deep Neural Network Parameterization with Residual AdaptersCode0
A Multi-Object Rectified Attention Network for Scene Text RecognitionCode0
From Videos to URLs: A Multi-Browser Guide To Extract User's Behavior with Optical Character RecognitionCode0
Efficient Video-Based ALPR System Using YOLO and Visual RhythmCode0
Ekush: A Multipurpose and Multitype Comprehensive Database for Online Off-Line Bangla Handwritten CharactersCode0
From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings Method for OCR Post-CorrectionCode0
Empirical Error Modeling Improves Robustness of Noisy Neural Sequence LabelingCode0
A Survey of Deep Learning Approaches for OCR and Document UnderstandingCode0
ASTER: An Attentional Scene Text Recognizer with Flexible RectificationCode0
Comparative analysis of optical character recognition methods for Sámi texts from the National Library of NorwayCode0
Gated Recurrent Convolution Neural Network for OCRCode0
End-to-End Optical Character Recognition for Bengali Handwritten WordsCode0
Stroke extraction for offline handwritten mathematical expression recognitionCode0
FastTextSpotter: A High-Efficiency Transformer for Multilingual Scene Text SpottingCode0
A Skip-connected Multi-column Network for Isolated Handwritten Bangla Character and Digit recognitionCode0
Combining OCR Models for Reading Early Modern Printed BooksCode0
A model of diffuse Galactic Radio Emission from 10 MHz to 100 GHzCode0
COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural ImagesCode0
Evaluating Menu OCR and Translation: A Benchmark for Aligning Human and Automated Evaluations in Large Vision-Language ModelsCode0
FashionLOGO: Prompting Multimodal Large Language Models for Fashion Logo EmbeddingsCode0
Show:102550
← PrevPage 17 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