Inactive evaluations
method: gts-1000-minsize_13002024-03-14
Authors: w
Affiliation: n
Description: 342
method: gts-1000-th_0.42024-03-14
Authors: w
Affiliation: n
Description: 2312
method: AIX Lab., LG Electronics 2021-02-05
Authors: Wonju Lee and Joseph Lim
Affiliation: AI Lab., Future Tech. Center, CTO, LG Electronics
Email: wonju2.lee@lge.com
Description: We reimplemented the end-to-end text spotting method combined the Mask TextSpotter with Deformable ConvNets. We tried to pre-train synthText images for character-level annotations and to fine-tune real world images like following papers for the generalization. We don't use any private data.
Description Paper Source Code
| Date | Method | Recall | Precision | Hmean | |||
|---|---|---|---|---|---|---|---|
| 2024-03-14 | gts-1000-minsize_1300 | 84.41% | 94.51% | 89.17% | |||
| 2024-03-14 | gts-1000-th_0.4 | 84.95% | 93.18% | 88.88% | |||
| 2021-02-05 | AIX Lab., LG Electronics | 88.88% | 88.59% | 88.73% | |||
| 2024-03-14 | gts-1000-minsize_1440-th_0.4 | 83.75% | 92.64% | 87.97% | |||
| 2017-07-11 | SRC-B-MachineLearningLab | 84.19% | 87.43% | 85.78% | |||
| 2018-01-22 | FOTS | 80.70% | 89.26% | 84.77% | |||
| 2017-06-09 | TextBoxes++ | 81.79% | 87.72% | 84.65% | |||
| 2017-03-20 | AdelaideMachineLearning | 79.61% | 90.23% | 84.59% | |||
| 2018-03-05 | HoText_v1 | 80.59% | 88.82% | 84.51% | |||
| 2017-01-19 | Yunos_Robot1.0 | 75.57% | 95.06% | 84.20% | |||
| 2016-08-23 | HUST_MCLAB | 79.50% | 88.79% | 83.89% | |||
| 2016-03-17 | Adelaide_ConvLSTMs | 72.52% | 89.50% | 80.12% | |||
| 2016-03-10 | SRC-B-TextProcessingLab | 74.92% | 81.59% | 78.11% | |||
| 2015-10-20 | Deep2Text II+ | 69.68% | 86.00% | 76.99% | |||
| 2015-04-02 | Deep2Text II-2 | 69.79% | 81.74% | 75.29% | |||
| 2015-04-01 | Deep2Text I | 66.74% | 83.95% | 74.36% | |||
| 2015-04-02 | StradVision-1 | 64.99% | 69.46% | 67.15% | |||
| 2015-04-02 | Beam search CUNI (decoding for TextSpotter - no postprocessing) | 52.89% | 59.66% | 56.07% | |||
| 2015-05-04 | Baseline OpenCV 3.0 + Tesseract | 37.62% | 50.96% | 43.29% | |||
| 2015-04-02 | Beam search CUNI +S (decoding for TextSpotter - spell checked) | 11.89% | 65.27% | 20.11% | |||
| 2015-04-01 | Baseline-TextSpotter | 0.00% | 0.00% | 0.00% |