In this work, we perform a comparison of two different attention-based MIL approaches (Attention MIL (AMIL)7 and Additive MIL (AdMIL)8) in two different tasks: tumor detection and TP53 mutation detection. The gene discussed is TP53; the disease is neoplasm.