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

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Showing 651–700 of 1209 papers

TitleStatusHype
SVTRv2: CTC Beats Encoder-Decoder Models in Scene Text Recognition—0
SymbioticRAG: Enhancing Document Intelligence Through Human-LLM Symbiotic Collaboration—0
Synergy of Nederlab and—0
Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition—0
Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks—0
Tablext: A Combined Neural Network And Heuristic Based Table Extractor—0
Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences—0
Tagging Named Entities in 19th Century and Modern Finnish Newspaper Material with a Finnish Semantic Tagger—0
Tamil Vowel Recognition With Augmented MNIST-like Data Set—0
TAP-VL: Text Layout-Aware Pre-training for Enriched Vision-Language Models—0
TC-OCR: TableCraft OCR for Efficient Detection & Recognition of Table Structure & Content—0
TDeLTA: A Light-weight and Robust Table Detection Method based on Learning Text Arrangement—0
TECHLIMED@QALB-Shared Task 2015: a hybrid Arabic Error Correction System—0
TECHLIMED system description for the Shared Task on Automatic Arabic Error Correction—0
TeLCoS: OnDevice Text Localization with Clustering of Script—0
Telugu OCR Framework using Deep Learning—0
Text-Aware Dual Routing Network for Visual Question Answering—0
TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model—0
TextCaps: a Dataset for Image Captioning with Reading Comprehension—0
Text Change Detection in Multilingual Documents Using Image Comparison—0
Text Detection on Technical Drawings for the Digitization of Brown-field Processes—0
TextDiffuser: Diffusion Models as Text Painters—0
TextDiffuser-RL: Efficient and Robust Text Layout Optimization for High-Fidelity Text-to-Image Synthesis—0
Text Extraction and Retrieval from Smartphone Screenshots: Building a Repository for Life in Media—0
Text Extraction From Texture Images Using Masked Signal Decomposition—0
TextFlux: An OCR-Free DiT Model for High-Fidelity Multilingual Scene Text Synthesis—0
TextMaster: Universal Controllable Text Edit—0
TextNet: Irregular Text Reading from Images with an End-to-End Trainable Network—0
TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text—0
TextPixs: Glyph-Conditioned Diffusion with Character-Aware Attention and OCR-Guided Supervision—0
Text Reading Order in Uncontrolled Conditions by Sparse Graph Segmentation—0
Text Recognition in Scene Image and Video Frame using Color Channel Selection—0
TextSR: Diffusion Super-Resolution with Multilingual OCR Guidance—0
TFIC: End-to-End Text-Focused Image Compression for Coding for Machines—0
The Corpora They Are a-Changing: a Case Study in Italian Newspapers—0
The future of document indexing: GPT and Donut revolutionize table of content processing—0
The goo300k corpus of historical Slovene—0
The Hidden Structure -- Improving Legal Document Understanding Through Explicit Text Formatting—0
The Interplay Between Lexical and Syntactic Resources in Incremental Parsebanking—0
The Labeled Segmentation of Printed Books—0
The Making of the Royal Society Corpus—0
The mathematics of language learning—0
The Monge-Kantorovich Optimal Transport Distance for Image Comparison—0
The OCR Quest for Generalization: Learning to recognize low-resource alphabets with model editing—0
The Solution for the ICCV 2023 1st Scientific Figure Captioning Challenge—0
The System Description of dun_oscar team for The ICPR MSR Challenge—0
TICCLops: Text-Induced Corpus Clean-up as online processing system—0
Tiger200K: Manually Curated High Visual Quality Video Dataset from UGC Platform—0
TokBench: Evaluating Your Visual Tokenizer before Visual Generation—0
Toolbox : une chaîne de traitement de corpus pour les humanités numériques (Toolbox : a corpus processing pipeline for digital humanities)—0
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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