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M-EPDet: Real-time Real–Bogus Classification and Transient Candidate Judgement for the EP-WXT Pipeline via Multimodal Data

  • Authors: Lang Chen, Yunfei Xu, Zhen Zhang, Dongyue Li, Hui Sun, Yuan Liu, Chenzhou Cui, Jinhui Xie, XiaoXiong Zuo, Shirui Wei, Wujun Shao

Lang Chen et al 2026 The Astrophysical Journal Supplement Series 285 .

  • Provider: AAS Journals

Caption: Figure 7.

Performance visualization of Step 1 on the test set. The confusion matrix and ROC curve jointly summarize the classification behavior of the ResNet-18 arm filter.

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