What would be useful to evaluate is how mAP scores compare to on-Buscar scores.
From the mAP analysis, both the mAP score and its significance can be extracted, with significance represented by point color. The on-Buscar results can then be plotted in a scatter plot, where the x-axis represents the number of cells required for the on-Buscar score to first reach or approach 1, and the y-axis represents the mAP score. Each point will represent a treatment or compound. A diagonal reference line can also be added to the plot to help visualize the relationship between on-Buscar convergence and mAP performance.
What would be useful to evaluate is how mAP scores compare to on-Buscar scores.
From the mAP analysis, both the mAP score and its significance can be extracted, with significance represented by point color. The on-Buscar results can then be plotted in a scatter plot, where the x-axis represents the number of cells required for the on-Buscar score to first reach or approach 1, and the y-axis represents the mAP score. Each point will represent a treatment or compound. A diagonal reference line can also be added to the plot to help visualize the relationship between on-Buscar convergence and mAP performance.