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SOTA2 Research · papers
Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.
| Title | Authors | Year | Source |
|---|---|---|---|
| Weighted boxes fusion: Ensembling boxes from different object detection models | Roman Solovyev, Weimin Wang, Tatiana Gabruseva | 2019 | arxiv 1910.13302 |
| Revisiting Open World Object Detection | Xiaowei Zhao, Xianglong Liu, Yifan Shen | 2022 | arxiv 2201.00471 |
| Incremental Few-Shot Object Detection | Juan-Manuel Perez-Rua, Xiatian Zhu, Timothy Hospedales | 2020 | arxiv 2003.04668 |
| Perspective-Invariant 3D Object Detection | Ao Liang, Lingdong Kong, Dongyue Lu | 2025 | arxiv 2507.17665 |
| Generalised Co-Salient Object Detection | Jiawei Liu, Jing Zhang, Ruikai Cui | 2022 | arxiv 2208.09668 |
| Cross-domain Federated Object Detection | Shangchao Su, Bin Li, Chengzhi Zhang | 2022 | arxiv 2206.14996 |
| Towards Improving Calibration in Object Detection Under Domain Shift | Muhammad Akhtar Munir, Muhammad Haris Khan, M. Saquib Sarfraz | 2022 | arxiv 2209.07601 |
| ZeBROD: Zero-Retraining Based Recognition and Object Detection Framework | Priyanto Hidayatullah, Nurjannah Syakrani, Yudi Widhiyasana | 2025 | arxiv 2512.04888 |
| 3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image | Elad Plaut, Erez Ben Yaacov, Bat El Shlomo | 2020 | arxiv 2003.03759 |
| Large-Scale Object Detection in the Wild from Imbalanced Multi-Labels | Junran Peng, Xingyuan Bu, Ming Sun | 2020 | arxiv 2005.08455 |
| Exploiting Unlabeled Data with Vision and Language Models for Object Detection |
| Shiyu Zhao, Zhixing Zhang, Samuel Schulter |
| 2022 |
| arxiv 2207.08954 |
| Real-Time Object Detection and Classification using YOLO for Edge FPGAs | Rashed Al Amin, Roman Obermaisser | 2025 | arxiv 2507.18174 |
|---|
| Class-balanced Open-set Semi-supervised Object Detection for Medical Images | Zhanyun Lu, Renshu Gu, Huimin Cheng | 2024 | arxiv 2408.12355 |
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| OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images | Ziyue Huang, Yongchao Feng, Shuai Yang | 2025 | arxiv 2503.06146 |
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| Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection | Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker | 2024 | arxiv 2404.01819 |
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| MMDR: A Result Feature Fusion Object Detection Approach for Autonomous System | Wendong Zhang | 2023 | arxiv 2304.09609 |
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| Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection | Xinzhu Ma, Yongtao Wang, Yinmin Zhang | 2023 | arxiv 2310.05447 |
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| Gaussian Splatting is an Effective Data Generator for 3D Object Detection | Farhad G. Zanjani, Davide Abati, Auke Wiggers | 2025 | arxiv 2504.16740 |
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| Survey and Systematization of 3D Object Detection Models and Methods | Moritz Drobnitzky, Jonas Friederich, Bernhard Egger | 2022 | arxiv 2201.09354 |
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| NAS-FPN: Learning Scalable Feature Pyramid Architecture for Object Detection | Golnaz Ghiasi, Tsung-Yi Lin, Ruoming Pang | 2019 | arxiv 1904.07392 |
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