الرئيسية الأخبار الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Scene Text Recognition On Svtp

المقاييس

Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Accuracy	Paper Title	Repository
CLIP4STR-L	97.4	CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model
DPAN	89.0	Look Back Again: Dual Parallel Attention Network for Accurate and Robust Scene Text Recognition	-
CLIP4STR-B	97.2	CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model
CLIP4STR-L (DataComp-1B)	98.1	CLIP4STR: A Simple Baseline for Scene Text Recognition with Pre-trained Vision-Language Model
SIGA_T	90.5	Self-supervised Implicit Glyph Attention for Text Recognition
MATRN	90.6	Multi-modal Text Recognition Networks: Interactive Enhancements between Visual and Semantic Features
CCD-ViT-Base	96.1	Self-supervised Character-to-Character Distillation for Text Recognition
CCD-ViT-Small	92.7	Self-supervised Character-to-Character Distillation for Text Recognition
CCD-ViT-Tiny	91.6	Self-supervised Character-to-Character Distillation for Text Recognition
DTrOCR 105M	98.6	DTrOCR: Decoder-only Transformer for Optical Character Recognition
CDistNet (Ours)	89.77	CDistNet: Perceiving Multi-Domain Character Distance for Robust Text Recognition
PARSeq	95.7±0.9	Scene Text Recognition with Permuted Autoregressive Sequence Models
CPPD	96.7	Context Perception Parallel Decoder for Scene Text Recognition
DiffusionSTR	89.2	DiffusionSTR: Diffusion Model for Scene Text Recognition	-
CLIP4STR-L*	98.13	An Empirical Study of Scaling Law for OCR
S-GTR	90.6	Visual Semantics Allow for Textual Reasoning Better in Scene Text Recognition
MGP-STR	98.3	Multi-Granularity Prediction for Scene Text Recognition

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