Text Spotting on ICDAR 2015

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

LeaderboardDataset

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#	Model↕	F-measure (%) - Weak Lexicon▼	Extra Data	Paper	Date↕	Code
1	UNITS	84.1	No	Towards Unified Scene Text Spotting based on Seq...	2023-04-07	Code
2	DeepSolo (ViTAEv2-S, TextOCR)	83.9	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
3	A3S	83.7	No	A3S: Adversarial learning of semantic representa...	2023-02-21	-
4	DeepSolo(ResNet-50, TextOCR)	83.5	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
5	DeepSolo(ResNet-50)	81.9	No	DeepSolo: Let Transformer Decoder with Explicit ...	2022-11-19	Code
6	SRTS	81.7	No	Single Shot Self-Reliant Scene Text Spotter by D...	2022-07-15	Code
7	GLASS	80.1	No	GLASS: Global to Local Attention for Scene-Text ...	2022-08-05	Code
8	TESTR	79.4	No	Text Spotting Transformers	2022-04-05	Code
9	MANGO	78.9	No	MANGO: A Mask Attention Guided One-Stage Scene T...	2020-12-08	Code
10	ABCNet v2	78.5	No	ABCNet v2: Adaptive Bezier-Curve Network for Rea...	2021-05-08	Code
11	PGNet	78.3	No	PGNet: Real-time Arbitrarily-Shaped Text Spottin...	2021-04-12	Code
12	TextDragon	78.3	No	-	-	-
13	MaskTextSpotter v3	78.1	No	Mask TextSpotter v3: Segmentation Proposal Netwo...	2020-07-18	Code
14	SPTS v2	77.7	No	SPTS v2: Single-Point Scene Text Spotting	2023-01-04	Code
15	SwinTextSpotter	77.3	No	SwinTextSpotter: Scene Text Spotting via Better ...	2022-03-19	Code
16	TextPerceptron	76.6	No	Text Perceptron: Towards End-to-End Arbitrary-Sh...	2020-02-17	Code
17	FOTS	74.5	No	FOTS: Fast Oriented Text Spotting with a Unified...	2018-01-05	Code
18	SPTS	70.2	No	SPTS: Single-Point Text Spotting	2021-12-15	Code