2021-04-02 23:54:57 +08:00
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## Introduction
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2021-04-05 16:06:06 +08:00
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[ALGORITHM]
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2021-04-02 23:54:57 +08:00
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### Train Dataset
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| trainset | instance_num | repeat_num | note |
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| :--------: | :----------: | :--------: | :---: |
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| icdar_2011 | 3567 | 20 | real |
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| icdar_2013 | 848 | 20 | real |
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| icdar2015 | 4468 | 20 | real |
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| coco_text | 42142 | 20 | real |
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| IIIT5K | 2000 | 20 | real |
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| SynthText | 2400000 | 1 | synth |
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### Test Dataset
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| testset | instance_num | note |
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| :-----: | :----------: | :-------------------------: |
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| IIIT5K | 3000 | regular |
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| SVT | 647 | regular |
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| IC13 | 1015 | regular |
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| IC15 | 2077 | irregular |
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| SVTP | 645 | irregular, 639 in [[1]](#1) |
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| CT80 | 288 | irregular |
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## Results and models
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2021-04-05 16:06:06 +08:00
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| methods | | Regular Text | | | | Irregular Text | | download |
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| :---------: | :----: | :----------: | :--: | :-: | :--: | :------------: | :--: | :------------------: |
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2021-04-02 23:54:57 +08:00
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| | IIIT5K | SVT | IC13 | | IC15 | SVTP | CT80 |
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2021-04-05 16:06:06 +08:00
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| Transformer | 93.3 | 85.8 | 91.3 | | 73.2 | 76.6 | 87.8 | [model]() \| [log]() |
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