mirror of https://github.com/open-mmlab/mmocr.git
1.3 KiB
1.3 KiB
Introduction
[ALGORITHM]
Train Dataset
| trainset | instance_num | repeat_num | note |
|---|---|---|---|
| icdar_2011 | 3567 | 20 | real |
| icdar_2013 | 848 | 20 | real |
| icdar2015 | 4468 | 20 | real |
| coco_text | 42142 | 20 | real |
| IIIT5K | 2000 | 20 | real |
| SynthText | 2400000 | 1 | synth |
Test Dataset
| testset | instance_num | note |
|---|---|---|
| IIIT5K | 3000 | regular |
| SVT | 647 | regular |
| IC13 | 1015 | regular |
| IC15 | 2077 | irregular |
| SVTP | 645 | irregular, 639 in [1] |
| CT80 | 288 | irregular |
Results and models
| methods | Regular Text | Irregular Text | download | |||||
|---|---|---|---|---|---|---|---|---|
| IIIT5K | SVT | IC13 | IC15 | SVTP | CT80 | |||
| Transformer | 93.3 | 85.8 | 91.3 | 73.2 | 76.6 | 87.8 | model | log |