method: SVRepV2(Kuaishou-MMU)2022-05-08

Authors: lizhuang05

Affiliation: Zhejiang University(weijiaWu)&Kuaishou-MMU(zhuangLi)

Description: Based on our paper currently under review.

method: GOCR Offline2021-12-22

Authors: Sherbondy A.

Affiliation: Google

Email: tonysherbondy@google.com

Description: Based on our paper currently under review. Run in batch/offline mode.

method: h&h_lab2021-08-02

Authors: HUST_VLRGROUP(Dian Jin) & HUAWEI_CLOUD_EI(Jing Wang, Shenggao Zhu)

Affiliation: h&h_lab

Description: This method is a technical method specially designed for the competition. Specifically, we try to employ the textual transcription of the word in the video to distinguish different text objects in the video. The use of textual transcription of the word boosts the performance of video text tracking a lot but also requires the supervision of the recognition results of the text instances. It’s a rude but useful method. For task 4, we further apply the post-processing method to get a more accurate recognition result for each text object after the text trajectory being generated.

Ranking Table

Description Paper Source Code
DateMethodMOTAMOTPIDF1Mostly MatchedPartially MatchedMostly Lost
2022-05-08SVRepV2(Kuaishou-MMU)54.89%75.14%69.17%983527406
2021-12-22GOCR Offline54.54%73.61%71.21%1121299496
2021-08-02h&h_lab53.74%76.92%65.51%874536506
2021-12-22GOCR52.01%73.40%69.98%1194355367
2021-12-29SVRep51.37%73.44%68.87%951515450
2022-01-16TA-VTT51.10%76.02%65.57%812497607
2022-03-20TransDETR48.86%74.01%65.33%813466637
2022-01-26Semantic-Aware Video Text Detection48.41%76.31%63.65%693500723
2021-08-25TransVTSpotter45.75%73.58%57.56%658611647
2022-06-09VideoTextSCM44.07%75.19%58.23%858502556
2020-02-26HIK_OCR43.16%76.78%57.92%702364850
2016-04-14SRC-B-TextProcessingLab23.09%68.51%39.40%2744811161
2015-04-01AJOU16.44%72.71%36.07%2714581187
2015-04-02USTB_TexVideo II-212.29%71.78%21.93%924391385
2016-04-13Megvii-Image++11.02%66.75%37.30%1856121119
2015-04-17StradVision-17.92%70.17%25.87%1244361356
2015-04-02USTB_TexVideo7.42%70.75%25.92%1425071267
2015-04-02USTB_TexVideo II-1-59.62%69.06%17.59%1293681419
2015-03-28RTST Lucas-Kanade-2 (RealTimeSceneText_LucasKanade_v2)-106.48%64.64%3.45%473081561

Ranking Graphic