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update leaderboard
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‎latest_news.md‎

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<!-- ><span style="font-size: 12px; color: gray; margin-top: -15px;">01/09/2025</span>
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>### 🏆 Leaderboard Finalised & Joint Challenge Paper
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>The finalised <a href="https://github-pages.ucl.ac.uk/tus-rec-challenge/leaderboard.html" target="_blank">leaderboard</a> is now available. This challenge will remain an open-ended challenge, and we are planning to submit a challenge paper. Docker submissions made before 13 Oct 2025 will be considered for co-authorship in the challenge paper, based on performance.
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>The finalised <a href="https://github-pages.ucl.ac.uk/tus-rec-challenge/leaderboard.html" target="_blank">leaderboard</a> is now available. This challenge will remain open-ended, and we are planning to submit a challenge paper. Docker submissions made before 13 Oct 2025 will be considered for co-authorship in the challenge paper, based on performance.
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‎leaderboard.md‎

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| **Rank** | **Team Name** | **Team Members** | **Team Affiliation** | **Final Score** | **Global Score** | **Local Score** | **Pixel Score** | **Landmark Score** | **GPE (mm)** | **GLE (mm)** | **LPE (mm)** | **LLE (mm)** | **Run Time (s)** |
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|----------|---------------|-----------------------------------------------|-------------------------------------------|-----------------|------------------|-----------------|-----------------|--------------------|------------------|------------------|-----------------|-----------------|------------------|
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| 1 | ImFusion | Paul Wilson, Matteo Ronchetti, Ruediger Goebl, Viktoria Markova, Sebastian Rosenzweig, Raphael Prevost, Parvin Mousavi, Oliver Zettinig | ImFusion GmbH, Germany; Queen's University, Canada | **0.618±0.068** | 0.658±0.120 | 0.579±0.039 | 0.622±0.056 | 0.615±0.088 | 9.223±2.775 | 6.923±2.845 | 0.157±0.020 | 0.123±0.018 | 2.973±0.847 |
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| 2 | MUSIC Lab | Mingyuan Luo, Jiongquan Chen, Zhongnuo Yan, Xin Yang, Dong Ni | Shenzhen University, China | **0.617±0.061** | 0.619±0.104 | 0.615±0.035 | 0.637±0.056 | 0.597±0.075 | 9.880±3.155 | 8.221±2.957 | 0.139±0.018 | 0.117±0.017 | 38.123±22.520 |
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| 3 | COCHE | Lei Zhao, Yuan Zhao, Kannie WY Chan | Hong Kong Centre for Cerebro-cardiovascular Health Engineering, Hong Kong SAR, China; City University of Hong Kong, Hong Kong SAR, China | **0.503±0.134** | 0.481±0.239 | 0.526±0.058 | 0.520±0.131 | 0.487±0.147 | 13.892±6.748 | 10.705±4.628 | 0.172±0.026 | 0.143±0.029 | 43.054±3.274 |
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| 4 | AGH-MedApp | Artur Jurgas, Maciej Stanuch, Michał Trojak, Andrzej Skalski | AGH University of Krakow, Poland; MedApp S.A., Poland | **0.383±0.128** | 0.268±0.229 | 0.499±0.062 | 0.428±0.115 | 0.339±0.162 | 18.605±6.492 | 15.955±5.850 | 0.179±0.026 | 0.153±0.031 | 40.367±3.230 |
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| 5 | QBME | Tan Zhou | Shanghai Jiao Tong University, China | **0.188±0.206** | -0.023±0.398 | 0.399±0.051 | 0.248±0.161 | 0.128±0.276 | 25.708±8.263 | 21.728±9.009 | 0.216±0.026 | 0.183±0.032 | 34.686±2.808 |
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| 6 | Baseline | TUS-REC Organisation Team | University College London, United Kingdom | **0.163±0.216** | -0.078±0.410 | 0.405±0.051 | 0.244±0.145 | 0.083±0.304 | 26.110±7.256 | 23.681±9.049 | 0.214±0.025 | 0.181±0.030 | 19.753±1.570 |
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| 1 | MUSIC Lab | Mingyuan Luo, Jiongquan Chen, Zhongnuo Yan, Xin Yang, Dong Ni | Shenzhen University, China | **0.620±0.060** | 0.623±0.102 | 0.617±0.035 | 0.639±0.055 | 0.601±0.072 | 9.851±3.140 | 8.116±3.018 | 0.138±0.018 | 0.116±0.017 | 107.479±24.052 |
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| 2 | ImFusion | Paul Wilson, Matteo Ronchetti, Ruediger Goebl, Viktoria Markova, Sebastian Rosenzweig, Raphael Prevost, Parvin Mousavi, Oliver Zettinig | ImFusion GmbH, Germany; Queen's University, Canada | **0.618±0.068** | 0.658±0.120 | 0.579±0.039 | 0.622±0.056 | 0.615±0.088 | 9.223±2.775 | 6.923±2.845 | 0.157±0.020 | 0.123±0.018 | 2.973±0.847 |
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| 3 | COCHE | Lei Zhao, Yuan Zhao, Kannie WY Chan | Hong Kong Centre for Cerebro-cardiovascular Health Engineering, Hong Kong SAR, China; City University of Hong Kong, Hong Kong SAR, China | **0.503±0.134** | 0.481±0.239 | 0.526±0.058 | 0.520±0.131 | 0.487±0.147 | 13.892±6.748 | 10.705±4.628 | 0.172±0.026 | 0.143±0.029 | 43.054±3.274 |
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| 4 | AGH-MedApp | Artur Jurgas, Maciej Stanuch, Michał Trojak, Andrzej Skalski | AGH University of Krakow, Poland; MedApp S.A., Poland | **0.383±0.128** | 0.268±0.229 | 0.499±0.062 | 0.428±0.115 | 0.339±0.162 | 18.605±6.492 | 15.955±5.850 | 0.179±0.026 | 0.153±0.031 | 40.367±3.230 |
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| 5 | QBME | Tan Zhou | Shanghai Jiao Tong University, China | **0.188±0.206** | -0.023±0.398 | 0.399±0.051 | 0.248±0.161 | 0.128±0.276 | 25.708±8.263 | 21.728±9.009 | 0.216±0.026 | 0.183±0.032 | 34.686±2.808 |
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| 6 | Baseline | TUS-REC Organisation Team | University College London, United Kingdom | **0.163±0.216** | -0.078±0.410 | 0.405±0.051 | 0.244±0.145 | 0.083±0.304 | 26.110±7.256 | 23.681±9.049 | 0.214±0.025 | 0.181±0.030 | 19.753±1.570 |
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> Note: All scores (the larger the better) are normalised using the ranking method described in the <a href="https://github-pages.ucl.ac.uk/tus-rec-challenge/assessment.html#ranking-method" target="_blank">assessment page</a>. The raw values of DDF errors (the smaller the better) before normalisation are also listed for your reference. All values are rounded to 3 decimal places.

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