الرئيسية الأخبار أحدث 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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