HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Text Spotting On Scut Ctw1500

평가 지표

F-Measure (%) - Full Lexicon

F-measure (%) - No Lexicon

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	F-Measure (%) - Full Lexicon	F-measure (%) - No Lexicon	Paper Title	Repository
SwinTextSpotter	77.0	51.8	SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition
MANGO	78.7	58.9	MANGO: A Mask Attention Guided One-Stage Scene Text Spotter
DeepSolo (ResNet-50)	81.4	64.2	DeepSolo++: Let Transformer Decoder with Explicit Points Solo for Multilingual Text Spotting
TESTR	81.5	56.0	Text Spotting Transformers
SPTS	83.8	63.6	SPTS: Single-Point Text Spotting
TextPerceptron	-	57.0	Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
TPSNet	79.2	59.7	TPSNet: Reverse Thinking of Thin Plate Splines for Arbitrary Shape Scene Text Representation
ABCNet v2	77.2	57.5	ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting
TextDragon	72.4	39.7	TextDragon: An End-to-End Framework for Arbitrary Shaped Text Spotting	-
A3S	82.3	64.4	A3S: Adversarial learning of semantic representations for Scene-Text Spotting	-
ABINet++	80.3	60.2	ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting

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