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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Marc Fischer, Alexander Bartler, Bin Yang |
| 2022 |
| arxiv 2211.09233 |
| JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale | Shuochen Xu, Zhenxin Zhang | 2023 | arxiv 2309.07425 |
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| An End-to-End Computer Vision Methodology for Quantitative Metallography | Matan Rusanovsky, Ofer Beeri, Gal Oren | 2021 | arxiv 2104.11159 |
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| BELDE: Building a Large-scale Earth-observation Land-cover Dataset for Europe | Ümit Mert Çağlar, Alptekin Temizel | 2026 | arxiv 2606.20909 |
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| 1GC-7RC: One Graphic Card -- Seven Research Challenges! How Good Are AI Agents at Doing Your Job? | Robin-Nico Kampa, Fabian Deuser, Anna Bö\ssendörfer | 2026 | arxiv 2605.17046 |
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| Open-Source Image Editing Models Are Zero-Shot Vision Learners | Wei Liu, Jiaxin Lin, Rui Chen | 2026 | arxiv 2605.04566 |
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| Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms | Junchi Zhou, Haozhou Wang, Yoichiro Kato | 2025 | arxiv 2504.02880 |
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| LMSeg: An end-to-end geometric message-passing network on barycentric dual graphs for large-scale landscape mesh segmentation | Zexian Huang, Kourosh Khoshelham, Martin Tomko | 2024 | arxiv 2407.04326 |
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| PP-LCNet: A Lightweight CPU Convolutional Neural Network | Cheng Cui, Tingquan Gao, Shengyu Wei | 2021 | arxiv 2109.15099 |
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| Improving Hyperspectral Adversarial Robustness Under Multiple Attacks | Nicholas Soucy, Salimeh Yasaei Sekeh | 2022 | arxiv 2210.16346 |
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