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FALCO: Foundation Model of Astronomical Light Curves for Time Domain Astronomy. Implementation and Applications on Kepler Data

  • Authors: Xiaoxiong Zuo, Yihan Tao, Yang Huang, Zhixuan Kang, Huaxi Chen, Chenzhou Cui, Jiashu Pan, Xiao Kong, Yuan-Sen Ting, Xiaoyu Tang, Henggeng Han, Haiyang Mu, Yunfei Xu, Dongwei Fan, Guirong Xue, Ali Luo, Jifeng Liu

Xiaoxiong Zuo et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 7.

Confusion matrix for stellar variability classification in the context of Large-200 under the labeling scheme proposed by J. Audenaert et al. (2021). This scheme includes the INSTRUMENT class while excluding the NONVARIABLE class, facilitating direct comparison with the results reported in J. Audenaert et al. (2021). The true labels (rows) are compared against the predicted labels (columns), with each cell displaying both the percentage and the absolute number of instances.

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