[ALGORITHM]
@article{junyeop2019recognizing,
title={On Recognizing Texts of Arbitrary Shapes with 2D Self-Attention},
author={Junyeop Lee, Sungrae Park, Jeonghun Baek, Seong Joon Oh, Seonghyeon Kim, Hwalsuk Lee},
year={2019}
}| trainset | instance_num | repeat_num | source |
|---|---|---|---|
| SynthText | 7266686 | 1 | synth |
| Syn90k | 8919273 | 1 | synth |
| testset | instance_num | type |
|---|---|---|
| IIIT5K | 3000 | regular |
| SVT | 647 | regular |
| IC13 | 1015 | regular |
| IC15 | 2077 | irregular |
| SVTP | 645 | irregular |
| CT80 | 288 | irregular |
| Methods | Regular Text | Irregular Text | download | |||||
|---|---|---|---|---|---|---|---|---|
| IIIT5K | SVT | IC13 | IC15 | SVTP | CT80 | |||
| Satrn | 96.1 | 93.5 | 95.7 | 84.1 | 88.5 | 90.3 | model | log | |
| Satrn_small | 94.7 | 91.3 | 95.4 | 81.9 | 85.9 | 86.5 | model | log |