SOTAVerified

Scene Text Recognition

See Scene Text Detection for leaderboards in this task.

Papers

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Showing 101–150 of 269 papers

TitleStatusHype
KISS: Keeping It Simple for Scene Text RecognitionCode0
Levenshtein OCRCode0
Look Back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text RecognitionCode0
Masked and Permuted Implicit Context Learning for Scene Text RecognitionCode0
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary ShapesCode0
MCTBench: Multimodal Cognition towards Text-Rich Visual Scenes BenchmarkCode0
MOoSE: Multi-Orientation Sharing Experts for Open-set Scene Text RecognitionCode0
Multi-Granularity Prediction for Scene Text RecognitionCode0
NRTR: A No-Recurrence Sequence-to-Sequence Model For Scene Text RecognitionCode0
On Recognizing Texts of Arbitrary Shapes with 2D Self-AttentionCode0
OTE: Exploring Accurate Scene Text Recognition Using One TokenCode0
Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and BeyondCode0
Pyramid Mask Text DetectorCode0
Reading Between the Lanes: Text VideoQA on the RoadCode0
Reading Scene Text in Deep Convolutional SequencesCode0
Relational Contrastive Learning and Masked Image Modeling for Scene Text RecognitionCode0
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text RecognitionCode0
RewriteNet: Reliable Scene Text Editing with Implicit Decomposition of Text Contents and StylesCode0
RobustScanner: Dynamically Enhancing Positional Clues for Robust Text RecognitionCode0
Robust Scene Text Recognition with Automatic RectificationCode0
SAFL: A Self-Attention Scene Text Recognizer with Focal LossCode0
Scene Text Image Super-Resolution via Parallelly Contextual Attention NetworkCode0
Scene Text Recognition using Higher Order Language PriorsCode0
Scene Text Telescope: Text-Focused Scene Image Super-ResolutionCode0
SEE: Towards Semi-Supervised End-to-End Scene Text RecognitionCode0
SPIN: Structure-Preserving Inner Offset Network for Scene Text RecognitionCode0
STN-OCR: A single Neural Network for Text Detection and Text RecognitionCode0
SVTR: Scene Text Recognition with a Single Visual ModelCode0
TextBoxes++: A Single-Shot Oriented Scene Text DetectorCode0
The First Swahili Language Scene Text Detection and Recognition DatasetCode0
Total-Text: A Comprehensive Dataset for Scene Text Detection and RecognitionCode0
Towards Boosting the Accuracy of Non-Latin Scene Text RecognitionCode0
Towards Large-scale Building Attribute Mapping using Crowdsourced Images: Scene Text Recognition on Flickr and Problems to be SolvedCode0
Visual Re-ranking with Natural Language Understanding for Text SpottingCode0
Oracle Teacher: Leveraging Target Information for Better Knowledge Distillation of CTC Models—0
FEDS -- Filtered Edit Distance Surrogate—0
Adaptive Embedding Gate for Attention-Based Scene Text Recognition—0
Out of Length Text Recognition with Sub-String Matching—0
Out-of-Vocabulary Challenge Report—0
Parallel Scale-wise Attention Network for Effective Scene Text Recognition—0
Adaptive Adversarial Attack on Scene Text Recognition—0
FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition—0
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex—0
Platypus: A Generalized Specialist Model for Reading Text in Various Forms—0
Exploring Font-independent Features for Scene Text Recognition—0
Portmanteauing Features for Scene Text Recognition—0
Exploiting Local Structures with the Kronecker Layer in Convolutional Networks—0
Pure Transformer with Integrated Experts for Scene Text Recognition—0
ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification—0
Transfer Learning for Scene Text Recognition in Indian Languages—0
Show:102550
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All datasetsICDAR2013SVTICDAR2015CUTE80IIIT5kSVTPICDAR 2003WOSTIC19-ArtCOCO-TextHOSTUber-Text

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L*Accuracy99.42—Unverified
2DTrOCR 105MAccuracy99.4—Unverified
3CLIP4STR-L (DataComp-1B)Accuracy99—Unverified
4MGP-STRAccuracy98.5—Unverified
5CLIP4STR-LAccuracy98.5—Unverified
6CLIP4STR-BAccuracy98.3—Unverified
7CCD-ViT-Base(ARD_2.8M)Accuracy98.3—Unverified
8CCD-ViT-Small(ARD_2.8M)Accuracy98.3—Unverified
9MATRNAccuracy97.9—Unverified
10S-GTRAccuracy97.8—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-H (DFN-5B)Accuracy99.1—Unverified
2DTrOCR 105MAccuracy98.9—Unverified
3CLIP4STR-B*Accuracy98.76—Unverified
4MGP-STRAccuracy98.6—Unverified
5CLIP4STR-L (DataComp-1B)Accuracy98.6—Unverified
6CLIP4STR-LAccuracy98.5—Unverified
7CPPDAccuracy98.5—Unverified
8CLIP4STR-BAccuracy98.3—Unverified
9CCD-ViT-Base(ARD_2.8M)Accuracy97.8—Unverified
10CCD-ViT-Small(ARD_2.8M)Accuracy96.4—Unverified
#ModelMetricClaimedVerifiedStatus
1DTrOCR 105MAccuracy93.5—Unverified
2CLIP4STR-L*Accuracy92.6—Unverified
3CPPDAccuracy91.7—Unverified
4CLIP4STR-L (DataComp-1B)Accuracy91.4—Unverified
5MGP-STRAccuracy90.9—Unverified
6CLIP4STR-LAccuracy90.8—Unverified
7CLIP4STR-BAccuracy90.6—Unverified
8SIGA_SAccuracy87.6—Unverified
9S-GTRAccuracy87.3—Unverified
10MATRNAccuracy86.6—Unverified
#ModelMetricClaimedVerifiedStatus
1CPPDAccuracy99.7—Unverified
2CLIP4STR-L (DataComp-1B)Accuracy99.7—Unverified
3CLIP4STR-B*Accuracy99.65—Unverified
4MGP-STRAccuracy99.31—Unverified
5CLIP4STR-BAccuracy99.3—Unverified
6DTrOCR 105MAccuracy99.1—Unverified
7CLIP4STR-LAccuracy99—Unverified
8CCD-ViT-Base(ARD_2.8M)Accuracy98.3—Unverified
9CCD-ViT-Small(ARD_2.8M)Accuracy98.3—Unverified
10CCD-ViT-Tiny(ARD_2.8M)Accuracy95.8—Unverified
#ModelMetricClaimedVerifiedStatus
1DTrOCR 105MAccuracy99.6—Unverified
2CLIP4STR-L (DataComp-1B)Accuracy99.6—Unverified
3CLIP4STR-LAccuracy99.5—Unverified
4CLIP4STR-B (DataComp-1B)Accuracy99.5—Unverified
5CPPDAccuracy99.3—Unverified
6CLIP4STR-BAccuracy99.2—Unverified
7MGP-STRAccuracy98.8—Unverified
8CCD-ViT-Base(ARD_2.8M)Accuracy98—Unverified
9CCD-ViT-Small(ARD_2.8M)Accuracy98—Unverified
10S-GTRAccuracy97.5—Unverified
#ModelMetricClaimedVerifiedStatus
1DTrOCR 105MAccuracy98.6—Unverified
2MGP-STRAccuracy98.3—Unverified
3CLIP4STR-L*Accuracy98.13—Unverified
4CLIP4STR-L (DataComp-1B)Accuracy98.1—Unverified
5CLIP4STR-LAccuracy97.4—Unverified
6CLIP4STR-BAccuracy97.2—Unverified
7CPPDAccuracy96.7—Unverified
8CCD-ViT-BaseAccuracy96.1—Unverified
9CCD-ViT-SmallAccuracy92.7—Unverified
10CCD-ViT-TinyAccuracy91.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Yet Another Text RecognizerAccuracy97.1—Unverified
2SIGA_TAccuracy97—Unverified
3SATRNAccuracy96.7—Unverified
4DANAccuracy95—Unverified
5SAFLAccuracy95—Unverified
6CSTRAccuracy94.8—Unverified
7Baek et al.Accuracy94.4—Unverified
8ViTSTRAccuracy94.3—Unverified
9AONAccuracy91.5—Unverified
10RAREAccuracy90.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-H (DFN-5B)1:1 Accuracy90.9—Unverified
2CLIP4STR-L (DataComp-1B)1:1 Accuracy90.6—Unverified
3CLIP4STR-L1:1 Accuracy88.8—Unverified
4CLIP4STR-B1:1 Accuracy87—Unverified
5CCD-ViT-Base1:1 Accuracy86—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L (DataComp-1B)Accuracy (%)86.4—Unverified
2CLIP4STR-LAccuracy (%)85.9—Unverified
3CLIP4STR-BAccuracy (%)85.8—Unverified
4MGP-STRAccuracy (%)85.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L1:1 Accuracy81.9—Unverified
2MGP-STR1:1 Accuracy81.7—Unverified
3CLIP4STR-B1:1 Accuracy81.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L1:1 Accuracy82.7—Unverified
2CLIP4STR-B1:1 Accuracy79.8—Unverified
3CCD-ViT-Base1:1 Accuracy77.3—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L (DataComp-1B)Accuracy (%)92.2—Unverified
2MGP-STRAccuracy (%)91—Unverified
3CLIP4STR-BAccuracy (%)86.8—Unverified
#ModelMetricClaimedVerifiedStatus
1ABINet-LV+TPS++Accuracy97.8—Unverified
#ModelMetricClaimedVerifiedStatus
1MLDGAverage Accuracy19.02—Unverified
#ModelMetricClaimedVerifiedStatus
1ABINet-LV+TPS++Accuracy89.6—Unverified