Question about memory consolidation methods

[AbbeGo]

This is a result figure from an ablation experiment in your 'XMem' paper. I would like to ask how you conducted the comparison with the Random method. Do you have any hypotheses on why Random performs better than K-means? Additionally, the Random method does not perform significantly better than the Usage-based method. Looking forward to your response.