Efficient and Accurate Arbitrary-Shaped Text Detection with Pixel Aggregation Network

Scene text detection, an important step of scene text reading systems, has witnessed rapid development with convolutional neural networks. Nonetheless, two main challenges still exist and hamper its deployment to real-world applications... (read more)

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Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Scene Text Detection ICDAR 2015 PAN F-Measure 82.9 # 25
Precision 84 # 27
Recall 81.9 # 20
Scene Text Detection MSRA-TD500 PAN Recall 83.8 # 1
F-Measure 84.1 # 2
Scene Text Detection SCUT-CTW1500 PAN-640 F-Measure 83.7 # 3
Precision 86.4 # 3
Recall 81.2 # 4
Scene Text Detection Total-Text PAN-640 F-Measure 85% # 5
Precision 89.3 # 2
Recall 81 # 5

Methods used in the Paper


METHOD TYPE
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