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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 |
|---|---|---|---|
| Object Detection and Tracking | Md Pranto, Omar Faruk | 2025 | arxiv 2502.10310 |
| SWA Object Detection | Haoyang Zhang, Ying Wang, Feras Dayoub | 2020 | arxiv 2012.12645 |
| The Probabilistic Object Detection Challenge | John Skinner, David Hall, Haoyang Zhang | 2019 | arxiv 1903.07840 |
| Focal Loss in 3D Object Detection | Peng Yun, Lei Tai, Yuan Wang | 2018 | arxiv 1809.06065 |
| Gaseous Object Detection | Kailai Zhou, Yibo Wang, Tao Lv | 2025 | arxiv 2502.12415 |
| Compressed Object Detection | Gedeon Muhawenayo, Georgia Gkioxari | 2021 | arxiv 2102.02896 |
| Context in object detection: a systematic literature review | Mahtab Jamali, Paul Davidsson, Reza Khoshkangini | 2025 | arxiv 2503.23249 |
| Oriented Object Detection with Transformer | Teli Ma, Mingyuan Mao, Honghui Zheng | 2021 | arxiv 2106.03146 |
| Slender Object Detection: Diagnoses and Improvements | Zhaoyi Wan, Yimin Chen, Sutao Deng | 2020 | arxiv 2011.08529 |
| Interactron: Embodied Adaptive Object Detection | Klemen Kotar, Roozbeh Mottaghi | 2022 | arxiv 2202.00660 |
| Object Detection in Real Images | Dilip K. Prasad | 2013 | arxiv 1302.5189 |
| Fed3D: Federated 3D Object Detection | Suyan Dai, Chenxi Liu, Fazeng Li |
| 2026 |
| arxiv 2604.15795 |
| VIPriors Object Detection Challenge | Zhipeng Luo, Lixuan Che | 2020 | arxiv 2007.08170 |
|---|
| Multimodal Object Detection in Remote Sensing | Abdelbadie Belmouhcine, Jean-Christophe Burnel, Luc Courtrai | 2023 | arxiv 2307.06724 |
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| Towards Reflected Object Detection: A Benchmark | Yiquan Wu, Zhongtian Wang, You Wu | 2024 | arxiv 2407.05575 |
|---|
| Aerial Monocular 3D Object Detection | Yue Hu, Shaoheng Fang, Weidi Xie | 2022 | arxiv 2208.03974 |
|---|
| Seq-NMS for Video Object Detection | Wei Han, Pooya Khorrami, Tom Le Paine | 2016 | arxiv 1602.08465 |
|---|
| Unsupervised Object Detection with Theoretical Guarantees | Marian Longa, João F. Henriques | 2024 | arxiv 2406.07284 |
|---|
| Privacy-preserving Object Detection | Peiyang He, Charlie Griffin, Krzysztof Kacprzyk | 2021 | arxiv 2103.06587 |
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| Described Object Detection: Liberating Object Detection with Flexible Expressions | Chi Xie, Zhao Zhang, Yixuan Wu | 2023 | arxiv 2307.12813 |
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