Text Spotting on Total-Text

Metric: F-measure (%) - Full Lexicon (higher is better)

LeaderboardDataset

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#	Model↕	F-measure (%) - Full Lexicon▼	Extra Data	Paper	Date↕	Code
1	DeepSolo (ViTAEv2-S, TextOCR)	89.6	Yes	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
2	DeepSolo (ResNet-50, TextOCR)	88.7	Yes	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
3	DeepSolo (ResNet-50)	87	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
4	UNITS	86	Yes	Towards Unified Scene Text Spotting based on Seq...	2023-04-07	Code
5	A3S	85.1	No	A3S: Adversarial learning of semantic representa...	2023-02-21	-
6	SwinTextSpotter	84.1	No	SwinTextSpotter: Scene Text Spotting via Better ...	2022-03-19	Code
7	TESTR	83.9	No	Text Spotting Transformers	2022-04-05	Code
8	MANGO	83.6	No	MANGO: A Mask Attention Guided One-Stage Scene T...	2020-12-08	Code
9	DEER	83.3	No	DEER: Detection-agnostic End-to-End Recognizer f...	2022-03-10	-
10	GLASS	83	No	GLASS: Global to Local Attention for Scene-Text ...	2022-08-05	Code
11	MaskTextSpotter v3	78.4	No	Mask TextSpotter v3: Segmentation Proposal Netwo...	2020-07-18	Code
12	ABCNet v2	78.1	No	ABCNet v2: Adaptive Bezier-Curve Network for Rea...	2021-05-08	Code

#1DeepSolo (ViTAEv2-S, TextOCR)SOTA
89.6
F-measure (%) - Full Lexicon· Extra Data· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#2DeepSolo (ResNet-50, TextOCR)
88.7
F-measure (%) - Full Lexicon· Extra Data· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#3DeepSolo (ResNet-50)
87
F-measure (%) - Full Lexicon· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#4UNITS
86
F-measure (%) - Full Lexicon· Extra Data· 2023-04-07
Towards Unified Scene Text Spotting based on Sequence Generation Code
#5A3S
85.1
F-measure (%) - Full Lexicon· 2023-02-21
A3S: Adversarial learning of semantic representations for Scene-Text Spotting
#6SwinTextSpotterSOTA
84.1
F-measure (%) - Full Lexicon· 2022-03-19
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition Code
#7TESTR
83.9
F-measure (%) - Full Lexicon· 2022-04-05
Text Spotting Transformers Code
#8MANGOSOTA
83.6
F-measure (%) - Full Lexicon· 2020-12-08
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter Code
#9DEER
83.3
F-measure (%) - Full Lexicon· 2022-03-10
DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting
#10GLASS
83
F-measure (%) - Full Lexicon· 2022-08-05
GLASS: Global to Local Attention for Scene-Text Spotting Code
#11MaskTextSpotter v3SOTA
78.4
F-measure (%) - Full Lexicon· 2020-07-18
Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting Code
#12ABCNet v2
78.1
F-measure (%) - Full Lexicon· 2021-05-08
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting Code