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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Shoukun Sun, Zhe Wang, Xiang Que |
| 2026 |
| arxiv 2602.19736 |
| ConInfer: Context-Aware Inference for Training-Free Open-Vocabulary Remote Sensing Segmentation | Wenyang Chen, Zhanxuan Hu, Yaping Zhang | 2026 | arxiv 2603.29271 |
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| HiRes: A Hierarchical Cascaded Method for Resistor Value Identification | Rama Y. AlHamidi, Aseel A. Mohamed, Mustafa A. Eltayeb | 2026 | arxiv 2606.30179 |
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| Interpretation-Oriented Cloud Removal via Observation-Anchored Residual Flow with Geo-Contextual Alignment | Ziyao Wang, Maonan Wang, Yucheng He | 2026 | arxiv 2607.02471 |
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| Representation Recycling for Streaming Video Analysis | Can Ufuk Ertenli, Ramazan Gokberk Cinbis, Emre Akbas | 2022 | arxiv 2204.13492 |
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| Road-Aware Anomaly Segmentation with Query-Guided Polygons and CLIP in Autonomous Driving | Zhiran Yan, Gordon Elger | 2026 | arxiv 2607.04304 |
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| Ingredient-Level Food Image Segmentation for Nutrition Awareness | Jonesh Shrestha | 2026 | arxiv 2606.24059 |
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| Loss Landscape Topology Reveals Why Simple Baselines are Competitive at 3D Point Cloud Segmentation Under Class Imbalance | Antonis Savva, Christos Kyrkou, Theocharis Theocharides | 2026 | arxiv 2607.21089 |
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| Unified Video Dense Prediction from Disjoint Data | Yihong Sun, Seoung Wug Oh, Jiahui Huang | 2026 | arxiv 2607.21592 |
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| Improved Robustness from Biologically Inspired Sparse Contrast Representations | Lorena Stracke, Lia Nimmermann, Shashank Agnihotri | 2025 | arxiv 2509.24863 |
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| Evaluating Vision Foundation Models for Pixel and Object Classification in Microscopy | Carolin Teuber, Anwai Archit, Tobias Boothe | 2026 | arxiv 2603.19802 |
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