Text Spotting on Total-Text

Metric: F-measure (%) - No Lexicon (higher is better)

LeaderboardDataset

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#	Model↕	F-measure (%) - No Lexicon▼	Extra Data	Paper	Date↕	Code
1	DeepSolo (ViTAEv2-S, TextOCR)	83.6	Yes	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
2	DeepSolo (ResNet-50, TextOCR)	82.5	Yes	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
3	DeepSolo (ResNet-50)	79.7	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
4	A3S	79.4	No	A3S: Adversarial learning of semantic representa...	2023-02-21	-
5	UNITS	78.7	Yes	Towards Unified Scene Text Spotting based on Seq...	2023-04-07	Code
6	GLASS	76.6	No	GLASS: Global to Local Attention for Scene-Text ...	2022-08-05	Code
7	DEER	74.8	No	DEER: Detection-agnostic End-to-End Recognizer f...	2022-03-10	-
8	SwinTextSpotter	74.3	No	SwinTextSpotter: Scene Text Spotting via Better ...	2022-03-19	Code
9	TESTR	73.3	No	Text Spotting Transformers	2022-04-05	Code
10	MANGO	72.9	No	MANGO: A Mask Attention Guided One-Stage Scene T...	2020-12-08	Code
11	MaskTextSpotter v3	71.2	No	Mask TextSpotter v3: Segmentation Proposal Netwo...	2020-07-18	Code
12	ABCNet v2	70.4	No	ABCNet v2: Adaptive Bezier-Curve Network for Rea...	2021-05-08	Code

#1DeepSolo (ViTAEv2-S, TextOCR)SOTA
83.6
F-measure (%) - No Lexicon· Extra Data· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#2DeepSolo (ResNet-50, TextOCR)
82.5
F-measure (%) - No Lexicon· Extra Data· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#3DeepSolo (ResNet-50)
79.7
F-measure (%) - No Lexicon· 2022-11-19
DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting Code
#4A3S
79.4
F-measure (%) - No Lexicon· 2023-02-21
A3S: Adversarial learning of semantic representations for Scene-Text Spotting
#5UNITS
78.7
F-measure (%) - No Lexicon· Extra Data· 2023-04-07
Towards Unified Scene Text Spotting based on Sequence Generation Code
#6GLASSSOTA
76.6
F-measure (%) - No Lexicon· 2022-08-05
GLASS: Global to Local Attention for Scene-Text Spotting Code
#7DEERSOTA
74.8
F-measure (%) - No Lexicon· 2022-03-10
DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting
#8SwinTextSpotter
74.3
F-measure (%) - No Lexicon· 2022-03-19
SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition Code
#9TESTR
73.3
F-measure (%) - No Lexicon· 2022-04-05
Text Spotting Transformers Code
#10MANGOSOTA
72.9
F-measure (%) - No Lexicon· 2020-12-08
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter Code
#11MaskTextSpotter v3SOTA
71.2
F-measure (%) - No Lexicon· 2020-07-18
Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting Code
#12ABCNet v2
70.4
F-measure (%) - No Lexicon· 2021-05-08
ABCNet v2: Adaptive Bezier-Curve Network for Real-time End-to-end Text Spotting Code