SOTAVerified

Scene Text Recognition

See Scene Text Detection for leaderboards in this task.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 269 papers

TitleStatusHype
I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition—0
STRIDE : Scene Text Recognition In-Device—0
Reciprocal Feature Learning via Explicit and Implicit Tasks in Scene Text RecognitionCode0
Primitive Representation Learning for Scene Text RecognitionCode1
TextAdaIN: Paying Attention to Shortcut Learning in Text RecognizersCode1
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex—0
Parallel Scale-wise Attention Network for Effective Scene Text Recognition—0
Benchmarking Scene Text Recognition in Devanagari, Telugu and Malayalam—0
Read Like Humans: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text RecognitionCode1
FEDS -- Filtered Edit Distance Surrogate—0
What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer LabelsCode1
Revisiting Classification Perspective on Scene Text RecognitionCode0
Efficient Online ML API Selection for Multi-Label Classification Tasks—0
On Calibration of Scene-Text Recognition Models—0
Gaussian Constrained Attention Network for Scene Text RecognitionCode1
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution—0
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition—0
Exploring Font-independent Features for Scene Text Recognition—0
Variational Connectionist Temporal Classification—0
PlugNet: Degradation Aware Scene Text Recognition Supervised by a Pluggable Super-Resolution UnitCode1
A Comprehensive Study on Deep Learning-based Methods for Sign Language RecognitionCode0
FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition—0
RobustScanner: Dynamically Enhancing Positional Clues for Robust Text RecognitionCode0
Learning Surrogates via Deep Embedding—0
Using Human Psychophysics to Evaluate Generalization in Scene Text Recognition Models—0
Text Recognition in Real Scenarios with a Few Labeled Samples—0
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images—0
SPIN: Structure-Preserving Inner Offset Network for Scene Text RecognitionCode0
SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text RecognitionCode1
On Vocabulary Reliance in Scene Text Recognition—0
Text Recognition in the Wild: A SurveyCode1
ReADS: A Rectified Attentional Double Supervised Network for Scene Text Recognition—0
Towards Accurate Scene Text Recognition with Semantic Reasoning NetworksCode0
SCATTER: Selective Context Attentional Scene Text RecognizerCode1
UnrealText: Synthesizing Realistic Scene Text Images from the Unreal WorldCode1
Scene Text Recognition via Transformer—0
AutoSTR: Efficient Backbone Search for Scene Text RecognitionCode1
Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units—0
A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling—0
GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition—0
Scene Text Recognition With Finer Grid Rectification—0
TextScanner: Reading Characters in Order for Robust Scene Text Recognition—0
Decoupled Attention Network for Text RecognitionCode1
A Feasible Framework for Arbitrary-Shaped Scene Text RecognitionCode0
Bidirectional Scene Text Recognition with a Single DecoderCode0
KISS: Keeping It Simple for Scene Text RecognitionCode0
Improving Long Handwritten Text Line Recognition with Convolutional Multi-way Associative Memory—0
Scene Text Recognition with Temporal Convolutional Encoder—0
On Recognizing Texts of Arbitrary Shapes with 2D Self-AttentionCode0
MASTER: Multi-Aspect Non-local Network for Scene Text RecognitionCode1
Show:102550
← PrevPage 4 of 6Next →
All datasetsICDAR2013SVTICDAR2015CUTE80IIIT5kSVTPICDAR 2003WOSTIC19-ArtCOCO-TextHOSTUber-Text

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L*Accuracy99.42—Unverified
2DTrOCR 105MAccuracy99.4—Unverified
3CLIP4STR-L (DataComp-1B)Accuracy99—Unverified
4CLIP4STR-LAccuracy98.5—Unverified
5MGP-STRAccuracy98.5—Unverified
6CCD-ViT-Small(ARD_2.8M)Accuracy98.3—Unverified
7CLIP4STR-BAccuracy98.3—Unverified
8CCD-ViT-Base(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
4CLIP4STR-L (DataComp-1B)Accuracy98.6—Unverified
5MGP-STRAccuracy98.6—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
1CLIP4STR-L (DataComp-1B)Accuracy99.6—Unverified
2DTrOCR 105MAccuracy99.6—Unverified
3CLIP4STR-B (DataComp-1B)Accuracy99.5—Unverified
4CLIP4STR-LAccuracy99.5—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