SOTAVerified

Scene Text Recognition

See Scene Text Detection for leaderboards in this task.

Papers

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Showing 1–10 of 269 papers

TitleStatusHype
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text RecognitionCode1
Efficient and Accurate Scene Text Recognition with Cascaded-Transformers—0
Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation—0
A Context-Driven Training-Free Network for Lightweight Scene Text Segmentation and Recognition—0
Billet Number Recognition Based on Test-Time Adaptation—0
EventSTR: A Benchmark Dataset and Baselines for Event Stream based Scene Text RecognitionCode0
Ocean-OCR: Towards General OCR Application via a Vision-Language ModelCode1
Arbitrary Reading Order Scene Text Spotter with Local Semantics Guidance—0
TextSSR: Diffusion-based Data Synthesis for Scene Text RecognitionCode2
SVTRv2: CTC Beats Encoder-Decoder Models in Scene Text RecognitionCode0
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All datasetsICDAR2013SVTICDAR2015CUTE80IIIT5kSVTPICDAR 2003WOSTIC19-ArtCOCO-TextHOSTUber-Text

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CLIP4STR-L (DataComp-1B)Accuracy (%)92.2—Unverified
2MGP-STRAccuracy (%)91—Unverified
3CLIP4STR-BAccuracy (%)86.8—Unverified