Quantum mechanics, which governs all microscopic phenomena, encounters challenges when applied to macroscopic objects that exhibit classical behavior. To address this micro-macro disparity, collapse models such as the Continuous Spontaneous Localization (CSL) and Diosi-Penrose (DP) models have been proposed. These models phenomenologically modify quantum theory to reconcile its predictions with the observed classical behavior of macroscopic systems. Based on previous works,([Phys.,Rev,D,,95(8):084054,(2017)] and [Phys.,Rev.,D,,94:124036,,(2016)]), an improved bound on the collapse model parameters is given using the updated acceleration noise data released from LISA Pathfinder,([Phys.,Rev.,D, 110(4):042004,,(2024)]). The CSL collapse rate is bounded to be at most , at the mili-Hertz band when , and the DP model’s regularization cut-off scale is constraint to be ,fm. Furthermore, we discuss the potential advantages of using deep-underground laboratories to test these quantum collapse models. Our results show the quiet seismic condition of the current deep-underground laboratory has the potential to further constrain the CSL collapse model to when .

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