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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Daniel Busch, Christian Bohn, Thomas Kurbiel |
| 2026 |
| arxiv 2602.18066 |
| Efficient Domain-Adaptive Multi-Task Dense Prediction with Vision Foundation Models | Beomseok Kang, Niluthpol Chowdhury Mithun, Mikhail Sizintsev | 2025 | arxiv 2509.23626 |
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| Privacy-Concealing Cooperative Perception for BEV Scene Segmentation | Song Wang, Lingling Li, Marcus Santos | 2026 | arxiv 2602.13555 |
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| Enhancing 3D LiDAR Segmentation by Shaping Dense and Accurate 2D Semantic Predictions | Xiaoyu Dong, Tiankui Xian, Wanshui Gan | 2026 | arxiv 2602.18869 |
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| Open-Vocabulary vs Supervised Learning Methods for Post-Disaster Visual Scene Understanding | Anna Michailidou, Georgios Angelidis, Vasileios Argyriou | 2026 | arxiv 2603.01324 |
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| Automatic Charge State Tuning of 300 mm FDSOI Quantum Dots Using Neural Network Segmentation of Charge Stability Diagram | Peter Samaha, Amine Torki, Ysaline Renaud | 2026 | arxiv 2604.13662 |
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| Learning to Identify Out-of-Distribution Objects for 3D LiDAR Anomaly Segmentation | Simone Mosco, Daniel Fusaro, Alberto Pretto | 2026 | arxiv 2604.23604 |
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| RSRCC: A Remote Sensing Regional Change Comprehension Benchmark Constructed via Retrieval-Augmented Best-of-N Ranking | Roie Kazoom, Yotam Gigi, George Leifman | 2026 | arxiv 2604.20623 |
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| Beyond ZOH: Advanced Discretization Strategies for Vision Mamba | Fady Ibrahim, Guangjun Liu, Guanghui Wang | 2026 | arxiv 2604.20606 |
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| Mitigating Long-Tail Bias via Prompt-Controlled Diffusion Augmentation | Buddhi Wijenayake, Nichula Wasalathilake, Roshan Godaliyadda | 2026 | arxiv 2602.04749 |
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| A Controlled Benchmark of Visual State-Space Backbones with Domain-Shift and Boundary Analysis for Remote-Sensing Segmentation | Nichula Wasalathilaka, Dineth Perera, Oshadha Samarakoon | 2026 | arxiv 2604.18721 |
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