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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| 2025 |
| arxiv 2505.12081 |
| Induced Numerical Instability: Hidden Costs in Multimodal Large Language Models | Wai Tuck Wong, Jun Sun, Arunesh Sinha | 2026 | arxiv 2603.04453 |
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| Cumulative Consensus Score: Label-Free and Model-Agnostic Evaluation of Object Detectors in Deployment | Avinaash Manoharan, Xiangyu Yin, Domenik Helm | 2025 | arxiv 2509.12871 |
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| Descriptor: Parasitoid Wasps and Associated Hymenoptera Dataset (DAPWH) | Joao Manoel Herrera Pinheiro, Gabriela Do Nascimento Herrera, Luciana Bueno Dos Reis Fernandes | 2026 | arxiv 2602.20028 |
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| Federated Cross-Modal Retrieval with Missing Modalities via Semantic Routing and Adapter Personalization | Hefeng Zhou, Xuan Liu, Sicheng Chen | 2026 | arxiv 2604.22885 |
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| Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips | Ido Galil, Moshe Kimhi, Ran El-Yaniv | 2025 | arxiv 2502.07408 |
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| In-the-Wild Camouflage Attack on Vehicle Detectors through Controllable Image Editing | Xiao Fang, Yiming Gong, Stanislav Panev | 2026 | arxiv 2603.19456 |
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| Mamba2D: A Natively Multi-Dimensional State-Space Model for Vision Tasks | Enis Baty, Alejandro Hernández Díaz, Rebecca Davidson | 2024 | arxiv 2412.16146 |
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| Constrained Online Convex Optimization with Memory and Predictions | Mohammed Abdullah, George Iosifidis, Salah Eddine Elayoubi | 2026 | arxiv 2603.21375 |
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| PaQ-DETR: Learning Pattern and Quality-Aware Dynamic Queries for Object Detection | Zhengjian Kang, Jun Zhuang, Kangtong Mo | 2026 | arxiv 2603.06917 |
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| P$^2$HCT: Plug-and-Play Hierarchical C2F Transformer for Multi-Scale Feature Fusion | Junyi Hu, Tian Bai, Fengyi Wu | 2025 | arxiv 2505.12772 |
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