Inactive evaluations
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.
method: gts-1000-th_0.42024-03-14
Authors: w
Affiliation: n
Description: 2312
method: gts-1000-minsize_13002024-03-14
Authors: w
Affiliation: n
Description: 342
Description Paper Source Code
Date | Method | Recall | Precision | Hmean | |||
---|---|---|---|---|---|---|---|
2021-02-05 | AIX Lab., LG Electronics | 92.04% | 94.20% | 93.11% | |||
2024-03-14 | gts-1000-th_0.4 | 87.79% | 97.69% | 92.48% | |||
2024-03-14 | gts-1000-minsize_1300 | 87.13% | 98.28% | 92.37% | |||
2017-06-09 | TextBoxes++ | 89.09% | 95.44% | 92.16% | |||
2024-03-14 | gts-1000-minsize_1440-th_0.4 | 86.80% | 97.07% | 91.65% | |||
2017-07-11 | SRC-B-MachineLearningLab | 89.20% | 92.85% | 90.99% | |||
2018-01-22 | FOTS | 87.46% | 92.93% | 90.11% | |||
2017-03-20 | AdelaideMachineLearning | 85.39% | 94.57% | 89.74% | |||
2016-08-23 | HUST_MCLAB | 84.51% | 95.44% | 89.65% | |||
2018-03-05 | HoText_v1 | 84.41% | 94.05% | 88.97% | |||
2017-10-28 | MPTSys | 83.86% | 93.89% | 88.59% | |||
2016-03-17 | Adelaide_ConvLSTMs | 79.28% | 94.91% | 86.39% | |||
2016-03-10 | SRC-B-TextProcessingLab | 80.59% | 90.45% | 85.24% | |||
2015-10-20 | Deep2Text II+ | 68.38% | 94.86% | 79.47% | |||
2015-04-02 | StradVision-1 | 73.72% | 83.98% | 78.51% | |||
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 | Beam search CUNI (decoding for TextSpotter - no postprocessing) | 57.36% | 65.18% | 61.02% | |||
2015-05-04 | Baseline OpenCV 3.0 + Tesseract | 47.11% | 69.45% | 56.14% | |||
2015-04-02 | Beam search CUNI +S (decoding for TextSpotter - spell checked) | 13.30% | 89.05% | 23.15% | |||
2015-04-01 | Baseline-TextSpotter | 0.00% | 0.00% | 0.00% |