How to compute the geo-bias score

[tongnie]

Hi, I'm wondering how to compute the geo-bias score mentioned in the main paper. Since I haven't found any script that includes this process in this project, could you please provide some guidance? I look forward to your reply! :)

[neminwu]

Hi, I'm wondering how to compute the geo-bias score mentioned in the main paper. Since I haven't found any script that includes this process in this project, could you please provide some guidance? I look forward to your reply! :)

Hi, Thank you for your interest in TorchSpatial!

We will share a functional version for geo-bias calculation next week, with the complete code and instructions available by the NeurIPS camera-ready deadline (January 15). We will keep you updated.

[neminwu]

Hi, I'm wondering how to compute the geo-bias score mentioned in the main paper. Since I haven't found any script that includes this process in this project, could you please provide some guidance? I look forward to your reply! :)

Hi, We have another repository specifically designed for geo-bias calculations: PyGBS. In this repository, the base geo-bias and relative geo-bias discussed in current TorchSpatial paper are referred to as the Presence vs. Non-Presence SSI Score (PNP SSI) and Relative Performance SSI Score (RP SSI). More detailed explanations and illustrations will be added to that repository. Thank you for your patience.