Text Spotting on ICDAR 2015

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

LeaderboardDataset

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#	Model↕	F-measure (%) - Generic Lexicon▼	Extra Data	Paper	Date↕	Code
1	UNITS	80.3	No	Towards Unified Scene Text Spotting based on Seq...	2023-04-07	Code
2	A3S	79.6	No	A3S: Adversarial learning of semantic representa...	2023-02-21	-
3	DeepSolo (ViTAEv2-S, TextOCR)	79.5	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
4	DeepSolo(ResNet-50, TextOCR)	79.1	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
5	DeepSolo(ResNet-50)	76.9	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
6	GLASS	76.3	No	GLASS: Global to Local Attention for Scene-Text ...	2022-08-05	Code
7	SRTS	74.5	No	Single Shot Self-Reliant Scene Text Spotter by D...	2022-07-15	Code
8	MaskTextSpotter v3	74.2	No	Mask TextSpotter v3: Segmentation Proposal Netwo...	2020-07-18	Code
9	TESTR	73.6	No	Text Spotting Transformers	2022-04-05	Code
10	ABCNet v2	73	No	ABCNet v2: Adaptive Bezier-Curve Network for Rea...	2021-05-08	Code
11	SPTS v2	72.6	No	SPTS v2: Single-Point Scene Text Spotting	2023-01-04	Code
12	SwinTextSpotter	70.5	No	SwinTextSpotter: Scene Text Spotting via Better ...	2022-03-19	Code
13	MANGO	67.3	No	MANGO: A Mask Attention Guided One-Stage Scene T...	2020-12-08	Code
14	SPTS	65.8	No	SPTS: Single-Point Text Spotting	2021-12-15	Code
15	TextDragon	65.2	No	-	-	-
16	TextPerceptron	65.1	No	Text Perceptron: Towards End-to-End Arbitrary-Sh...	2020-02-17	Code
17	PGNet	63.5	No	PGNet: Real-time Arbitrarily-Shaped Text Spottin...	2021-04-12	Code
18	FOTS	62.2	No	FOTS: Fast Oriented Text Spotting with a Unified...	2018-01-05	Code

#1UNITSSOTA
80.3
F-measure (%) - Generic Lexicon· 2023-04-07
Towards Unified Scene Text Spotting based on Sequence Generation Code
#2A3SSOTA
79.6
F-measure (%) - Generic Lexicon· 2023-02-21
A3S: Adversarial learning of semantic representations for Scene-Text Spotting
#3DeepSolo (ViTAEv2-S, TextOCR)SOTA
79.5
F-measure (%) - Generic Lexicon· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#4DeepSolo(ResNet-50, TextOCR)
79.1
F-measure (%) - Generic Lexicon· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#5DeepSolo(ResNet-50)
76.9
F-measure (%) - Generic Lexicon· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#6GLASSSOTA
76.3
F-measure (%) - Generic Lexicon· 2022-08-05
GLASS: Global to Local Attention for Scene-Text Spotting Code
#7SRTSSOTA
74.5
F-measure (%) - Generic Lexicon· 2022-07-15
Single Shot Self-Reliant Scene Text Spotter by Decoupled yet Collaborative Detection and Recognition Code
#8MaskTextSpotter v3SOTA
74.2
F-measure (%) - Generic Lexicon· 2020-07-18
Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting Code
#9TESTR
73.6
F-measure (%) - Generic Lexicon· 2022-04-05
Text Spotting Transformers Code
#10ABCNet v2
73
F-measure (%) - Generic Lexicon· 2021-05-08
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting Code
#11SPTS v2
72.6
F-measure (%) - Generic Lexicon· 2023-01-04
SPTS v2: Single-Point Scene Text Spotting Code
#12SwinTextSpotter
70.5
F-measure (%) - Generic Lexicon· 2022-03-19
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition Code
#13MANGO
67.3
F-measure (%) - Generic Lexicon· 2020-12-08
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter Code
#14SPTS
65.8
F-measure (%) - Generic Lexicon· 2021-12-15
SPTS: Single-Point Text Spotting Code
#15TextDragon
65.2
F-measure (%) - Generic Lexicon
No paper
#16TextPerceptronSOTA
65.1
F-measure (%) - Generic Lexicon· 2020-02-17
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting Code
#17PGNet
63.5
F-measure (%) - Generic Lexicon· 2021-04-12
PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network Code
#18FOTSSOTA
62.2
F-measure (%) - Generic Lexicon· 2018-01-05
FOTS: Fast Oriented Text Spotting with a Unified Network Code