SOTAVerified

Scene Text Recognition

See Scene Text Detection for leaderboards in this task.

Papers

Showing 76100 of 269 papers

TitleStatusHype
MRN: Multiplexed Routing Network for Incremental Multilingual Text RecognitionCode1
Multi-modal In-Context Learning Makes an Ego-evolving Scene Text RecognizerCode1
Symmetrical Linguistic Feature Distillation with CLIP for Scene Text RecognitionCode1
An Empirical Study of Scaling Law for OCRCode1
Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic FeaturesCode1
From Two to One: A New Scene Text Recognizer with Visual Language Modeling NetworkCode1
ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text SpottingCode1
What If We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer LabelsCode1
Bidirectional Scene Text Recognition with a Single DecoderCode0
SEE: Towards Semi-Supervised End-to-End Scene Text RecognitionCode0
Scene Text Recognition using Higher Order Language PriorsCode0
Scene Text Telescope: Text-Focused Scene Image Super-ResolutionCode0
A Feasible Framework for Arbitrary-Shaped Scene Text RecognitionCode0
Scene Text Image Super-Resolution via Parallelly Contextual Attention NetworkCode0
ASTER: An Attentional Scene Text Recognizer with Flexible RectificationCode0
A Holistic Representation Guided Attention Network for Scene Text RecognitionCode0
Robust Scene Text Recognition with Automatic RectificationCode0
RewriteNet: Reliable Scene Text Editing with Implicit Decomposition of Text Contents and StylesCode0
RobustScanner: Dynamically Enhancing Positional Clues for Robust Text RecognitionCode0
SAFL: A Self-Attention Scene Text Recognizer with Focal LossCode0
Representation and Correlation Enhanced Encoder-Decoder Framework for Scene Text RecognitionCode0
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text RecognitionCode0
Relational Contrastive Learning and Masked Image Modeling for Scene Text RecognitionCode0
Improving Text Proposals for Scene Images with Fully Convolutional NetworksCode0
AON: Towards Arbitrarily-Oriented Text RecognitionCode0
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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