This report presents Team TeleOCR-VL’s system for Tasks 2 and 3 of the ICDAR 2026 Sci-ImageMiner Competition. Sci-ImageMiner focuses on scientific chart understanding in real ALD/ALE research papers, requiring systems to extract structured data from complex figures and generate summaries consistent with scientific cont...
Yikun Wang, Peng Cai, Zhaofan Zou et al.· Open Conference Proceedings· 0 citations
This work presents the VOR Dataset (VORD), the first benchmark dataset providing both paired edited videos and graffiti masks, and introduces VOR-MDSM, the first perception-driven VLM-based scoring model specifically designed for mask-guided VOR.
Hao-Nan Huang, Tian-Rui Qiu, Xiang-Hao Zang et al.· 0 citations
NaviDC-OCR introduces deformation-aware learning to incorporate geometric perception into VLMs and proposes an adaptive sampling mechanism for complex layout representation, and a content-structure decoupled learning strategy is developed to explicitly model formula grammars and table structures, enabling more effectiv...
Peng Cai, Zhaofan Zou, Shifa Liu et al.· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.