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 651–675 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
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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