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@@ -59,15 +59,6 @@ The benchmark includes:
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  - **Validation set** — contains public answers and is intended for local development and experimentation. It can be evaluated locally using the official evaluation code or online via the RRC platform.
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  - **Test set** — contains **private answers** and is used for the official competition ranking. It can only be evaluated through the official RRC platform.
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- ## 📋 Participation Requirements
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-
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- To participate in the competition:
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-
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- 1. A method must be submitted on the **test set by April 3, 2026** on the RRC platform.
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- 2. A **one or two page report** must be submitted by email to **docvqa@cvc.uab.cat** by **April 17, 2026**.
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- These reports will be included in the competition publication in the proceedings of the **International Conference on Document Analysis and Recognition (ICDAR)**, held in **Vienna, Austria**.
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-
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  ## 📊 Competition Categories
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  There are **three participation categories**, depending on the total number of parameters of the submitted method.
@@ -308,4 +299,22 @@ The dataset consists of:
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  For questions, technical support, or inquiries regarding the DocVQA 2026 dataset and competition framework: **docvqa@cvc.uab.cat**
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- For participation, leaderboard, and submissions please use the **RRC platform**: https://rrc.cvc.uab.es/?ch=34
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - **Validation set** — contains public answers and is intended for local development and experimentation. It can be evaluated locally using the official evaluation code or online via the RRC platform.
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  - **Test set** — contains **private answers** and is used for the official competition ranking. It can only be evaluated through the official RRC platform.
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  ## 📊 Competition Categories
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  There are **three participation categories**, depending on the total number of parameters of the submitted method.
 
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  For questions, technical support, or inquiries regarding the DocVQA 2026 dataset and competition framework: **docvqa@cvc.uab.cat**
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+ For participation, leaderboard, and submissions please use the **RRC platform**: https://rrc.cvc.uab.es/?ch=34
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+
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+ ## Citation
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+
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+ **BibTeX:**
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+
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+ ```bibtex
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+ @InProceedings{docvqa2026,
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+ author="Llabr{\'e}s, Artemis and Ortega, Marc Serra and Ockier, Tom{\`a}s and Cuadra, Samuel Ortega and Singh, Amritpal and Georgakilas, Christos and Barsky, Andrey and Valveny, Ernest and Karatzas, Dimosthenis",
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+ editor="Fink, Gernot A. and Forn{\'e}s, Alicia and Kise, Koichi and Lopresti, Daniel",
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+ title="ICDAR2026 Competition on Multimodal Reasoning over Documents in Multiple Domains",
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+ booktitle="Document Analysis and Recognition -- ICDAR 2026",
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+ year="2027",
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+ publisher="Springer Nature Switzerland",
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+ address="Cham",
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+ pages="336--352",
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+ isbn="978-3-032-36042-7"
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+ }
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+ ```