ML Research Wiki / Benchmarks / Text Spotting / Total-Text

Total-Text

Text Spotting Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: F-measure (%) - No Lexicon

Top Performing Models

Rank Model Paper F-measure (%) - No Lexicon Date Code
1 DeepSolo (ViTAEv2-S, TextOCR) 📚 DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting 83.60 2022-11-19 📦 vitae-transformer/deepsolo
2 DeepSolo (ResNet-50, TextOCR) 📚 DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting 82.50 2022-11-19 📦 vitae-transformer/deepsolo
3 DeepSolo (ResNet-50) DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting 79.70 2022-11-19 📦 vitae-transformer/deepsolo
4 A3S A3S: Adversarial learning of semantic representations for Scene-Text Spotting 79.40 2023-02-21 -
5 UNITS 📚 Towards Unified Scene Text Spotting based on Sequence Generation 78.70 2023-04-07 📦 clovaai/units
6 GLASS GLASS: Global to Local Attention for Scene-Text Spotting 76.60 2022-08-05 📦 amazon-science/glass-text-spotting 📦 amazon-research/glass-text-spotting
7 DEER DEER: Detection-agnostic End-to-End Recognizer for Scene Text Spotting 74.80 2022-03-10 -
8 SwinTextSpotter SwinTextSpotter: Scene Text Spotting via Better Synergy between Text Detection and Text Recognition 74.30 2022-03-19 📦 mxin262/swintextspotter 📦 jacobtyo/swintextspotter
9 TESTR Text Spotting Transformers 73.30 2022-04-05 📦 mlpc-ucsd/testr
10 MANGO MANGO: A Mask Attention Guided One-Stage Scene Text Spotter 72.90 2020-12-08 📦 hikopensource/davar-lab-ocr

All Papers (12)

vitae-transformer/deepsolo
vitae-transformer/deepsolo
vitae-transformer/deepsolo
clovaai/units
amazon-science/glass-text-spotting amazon-research/glass-text-spotting
mxin262/swintextspotter jacobtyo/swintextspotter
mlpc-ucsd/testr
hikopensource/davar-lab-ocr
MhLiao/MaskTextSpotterV3
Yuliang-Liu/ABCNet_Chinese