SOTAVerified

Scene Text Recognition

See Scene Text Detection for leaderboards in this task.

Papers

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Showing 151–200 of 269 papers

TitleStatusHype
Visual attention models for scene text recognition—0
Edit Probability for Scene Text Recognition—0
Visual-Semantic Transformer for Scene Text Recognition—0
VL-Reader: Vision and Language Reconstructor is an Effective Scene Text Recognizer—0
Weakly Supervised Scene Text Generation for Low-resource Languages—0
What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images—0
FACLSTM: ConvLSTM with Focused Attention for Scene Text Recognition—0
Efficient and Accurate Scene Text Recognition with Cascaded-Transformers—0
Efficiently Leveraging Linguistic Priors for Scene Text Spotting—0
Enhancing Energy Minimization Framework for Scene Text Recognition with Top-Down Cues—0
ESIR: End-to-end Scene Text Recognition via Iterative Image Rectification—0
A fine-grained approach to scene text script identification—0
Exploiting Local Structures with the Kronecker Layer in Convolutional Networks—0
Exploring Font-independent Features for Scene Text Recognition—0
FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition—0
FEDS -- Filtered Edit Distance Surrogate—0
Focusing Attention: Towards Accurate Text Recognition in Natural Images—0
A Hardware-Oriented and Memory-Efficient Method for CTC Decoding—0
Efficient Online ML API Selection for Multi-Label Classification Tasks—0
Generative Shape Models: Joint Text Recognition and Segmentation with Very Little Training Data—0
2D-CTC for Scene Text Recognition—0
GTC: Guided Training of CTC Towards Efficient and Accurate Scene Text Recognition—0
HAAP: Vision-context Hierarchical Attention Autoregressive with Adaptive Permutation for Scene Text Recognition—0
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition—0
I2C2W: Image-to-Character-to-Word Transformers for Accurate Scene Text Recognition—0
IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition—0
Improving Long Handwritten Text Line Recognition with Convolutional Multi-way Associative Memory—0
Improving Scene Text Recognition for Character-Level Long-Tailed Distribution—0
IndicSTR12: A Dataset for Indic Scene Text Recognition—0
A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling—0
JSTR: Judgment Improves Scene Text Recognition—0
Learning Surrogates via Deep Embedding—0
Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance—0
Lumos : Empowering Multimodal LLMs with Scene Text Recognition—0
Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation—0
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition—0
Benchmarking Scene Text Recognition in Devanagari, Telugu and Malayalam—0
Memory Matters: Convolutional Recurrent Neural Network for Scene Text Recognition—0
A CNN Based Scene Chinese Text Recognition Algorithm With Synthetic Data Engine—0
Billet Number Recognition Based on Test-Time Adaptation—0
Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution—0
Multilingual Scene Character Recognition System using Sparse Auto-Encoder for Efficient Local Features Representation in Bag of Features—0
1st Place Solution to ECCV 2022 Challenge on Out of Vocabulary Scene Text Understanding: End-to-End Recognition of Out of Vocabulary Words—0
On Calibration of Scene-Text Recognition Models—0
One Model for Two Tasks: Cooperatively Recognizing and Recovering Low-Resolution Scene Text Images by Iterative Mutual Guidance—0
On Vocabulary Reliance in Scene Text Recognition—0
Open-Vocabulary Scene Text Recognition via Pseudo-Image Labeling and Margin Loss—0
Optimal Boxes: Boosting End-to-End Scene Text Recognition by Adjusting Annotated Bounding Boxes via Reinforcement Learning—0
Oracle Teacher: Leveraging Target Information for Better Knowledge Distillation of CTC Models—0
Out-of-Vocabulary Challenge Report—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
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