SOTAVerified

Scene Text Recognition

See Scene Text Detection for leaderboards in this task.

Papers

Showing 5175 of 269 papers

TitleStatusHype
Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic FeaturesCode1
Traditional Chinese Synthetic Datasets Verified with Labeled Data for Scene Text RecognitionCode1
CDistNet: Perceiving Multi-Domain Character Distance for Robust Text RecognitionCode1
TPSNet: Reverse Thinking of Thin Plate Splines for Arbitrary Shape Scene Text RepresentationCode1
TrOCR: Transformer-based Optical Character Recognition with Pre-trained ModelsCode1
PIMNet: A Parallel, Iterative and Mimicking Network for Scene Text RecognitionCode1
Meta Self-Learning for Multi-Source Domain Adaptation: A BenchmarkCode1
From Two to One: A New Scene Text Recognizer with Visual Language Modeling NetworkCode1
Data Augmentation for Scene Text RecognitionCode1
Arabic Scene Text Recognition in the Deep Learning Era: Analysis on A Novel DatasetCode1
SynthTIGER: Synthetic Text Image GEneratoR Towards Better Text Recognition ModelsCode1
CentripetalText: An Efficient Text Instance Representation for Scene Text DetectionCode1
Dictionary-Guided Scene Text RecognitionCode1
Convolutional Neural Networks with Gated Recurrent ConnectionsCode1
Vision Transformer for Fast and Efficient Scene Text RecognitionCode1
Primitive Representation Learning for Scene Text RecognitionCode1
TextAdaIN: Paying Attention to Shortcut Learning in Text RecognizersCode1
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text RecognitionCode1
What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer LabelsCode1
Gaussian Constrained Attention Network for Scene Text RecognitionCode1
PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution UnitCode1
SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text RecognitionCode1
Text Recognition in the Wild: A SurveyCode1
SCATTER: Selective Context Attentional Scene Text RecognizerCode1
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal WorldCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L*Accuracy99.42Unverified
2DTrOCR 105MAccuracy99.4Unverified
3CLIP4STR-L (DataComp-1B)Accuracy99Unverified
4CLIP4STR-LAccuracy98.5Unverified
5MGP-STRAccuracy98.5Unverified
6CCD-ViT-Small(ARD_2.8M)Accuracy98.3Unverified
7CLIP4STR-BAccuracy98.3Unverified
8CCD-ViT-Base(ARD_2.8M)Accuracy98.3Unverified
9MATRNAccuracy97.9Unverified
10S-GTRAccuracy97.8Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-H (DFN-5B)Accuracy99.1Unverified
2DTrOCR 105MAccuracy98.9Unverified
3CLIP4STR-B*Accuracy98.76Unverified
4CLIP4STR-L (DataComp-1B)Accuracy98.6Unverified
5MGP-STRAccuracy98.6Unverified
6CLIP4STR-LAccuracy98.5Unverified
7CPPDAccuracy98.5Unverified
8CLIP4STR-BAccuracy98.3Unverified
9CCD-ViT-Base(ARD_2.8M)Accuracy97.8Unverified
10CCD-ViT-Small(ARD_2.8M)Accuracy96.4Unverified
#ModelMetricClaimedVerifiedStatus
1DTrOCR 105MAccuracy93.5Unverified
2CLIP4STR-L*Accuracy92.6Unverified
3CPPDAccuracy91.7Unverified
4CLIP4STR-L (DataComp-1B)Accuracy91.4Unverified
5MGP-STRAccuracy90.9Unverified
6CLIP4STR-LAccuracy90.8Unverified
7CLIP4STR-BAccuracy90.6Unverified
8SIGA_SAccuracy87.6Unverified
9S-GTRAccuracy87.3Unverified
10MATRNAccuracy86.6Unverified
#ModelMetricClaimedVerifiedStatus
1CPPDAccuracy99.7Unverified
2CLIP4STR-L (DataComp-1B)Accuracy99.7Unverified
3CLIP4STR-B*Accuracy99.65Unverified
4MGP-STRAccuracy99.31Unverified
5CLIP4STR-BAccuracy99.3Unverified
6DTrOCR 105MAccuracy99.1Unverified
7CLIP4STR-LAccuracy99Unverified
8CCD-ViT-Base(ARD_2.8M)Accuracy98.3Unverified
9CCD-ViT-Small(ARD_2.8M)Accuracy98.3Unverified
10CCD-ViT-Tiny(ARD_2.8M)Accuracy95.8Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L (DataComp-1B)Accuracy99.6Unverified
2DTrOCR 105MAccuracy99.6Unverified
3CLIP4STR-B (DataComp-1B)Accuracy99.5Unverified
4CLIP4STR-LAccuracy99.5Unverified
5CPPDAccuracy99.3Unverified
6CLIP4STR-BAccuracy99.2Unverified
7MGP-STRAccuracy98.8Unverified
8CCD-ViT-Base(ARD_2.8M)Accuracy98Unverified
9CCD-ViT-Small(ARD_2.8M)Accuracy98Unverified
10S-GTRAccuracy97.5Unverified
#ModelMetricClaimedVerifiedStatus
1DTrOCR 105MAccuracy98.6Unverified
2MGP-STRAccuracy98.3Unverified
3CLIP4STR-L*Accuracy98.13Unverified
4CLIP4STR-L (DataComp-1B)Accuracy98.1Unverified
5CLIP4STR-LAccuracy97.4Unverified
6CLIP4STR-BAccuracy97.2Unverified
7CPPDAccuracy96.7Unverified
8CCD-ViT-BaseAccuracy96.1Unverified
9CCD-ViT-SmallAccuracy92.7Unverified
10CCD-ViT-TinyAccuracy91.6Unverified
#ModelMetricClaimedVerifiedStatus
1Yet Another Text RecognizerAccuracy97.1Unverified
2SIGA_TAccuracy97Unverified
3SATRNAccuracy96.7Unverified
4DANAccuracy95Unverified
5SAFLAccuracy95Unverified
6CSTRAccuracy94.8Unverified
7Baek et al.Accuracy94.4Unverified
8ViTSTRAccuracy94.3Unverified
9AONAccuracy91.5Unverified
10RAREAccuracy90.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-H (DFN-5B)1:1 Accuracy90.9Unverified
2CLIP4STR-L (DataComp-1B)1:1 Accuracy90.6Unverified
3CLIP4STR-L1:1 Accuracy88.8Unverified
4CLIP4STR-B1:1 Accuracy87Unverified
5CCD-ViT-Base1:1 Accuracy86Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L (DataComp-1B)Accuracy (%)86.4Unverified
2CLIP4STR-LAccuracy (%)85.9Unverified
3CLIP4STR-BAccuracy (%)85.8Unverified
4MGP-STRAccuracy (%)85.5Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L1:1 Accuracy81.9Unverified
2MGP-STR1:1 Accuracy81.7Unverified
3CLIP4STR-B1:1 Accuracy81.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L1:1 Accuracy82.7Unverified
2CLIP4STR-B1:1 Accuracy79.8Unverified
3CCD-ViT-Base1:1 Accuracy77.3Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L (DataComp-1B)Accuracy (%)92.2Unverified
2MGP-STRAccuracy (%)91Unverified
3CLIP4STR-BAccuracy (%)86.8Unverified
#ModelMetricClaimedVerifiedStatus
1ABINet-LV+TPS++Accuracy97.8Unverified
#ModelMetricClaimedVerifiedStatus
1MLDGAverage Accuracy19.02Unverified
#ModelMetricClaimedVerifiedStatus
1ABINet-LV+TPS++Accuracy89.6Unverified