I think it would be good to have a visual representation of the consensus. Felix mentioned that a heatmap is a possibility, but I also think that something like an UpSet Plot would also be a good visual here (see attached example below). E.g., on the x-axis is xgboost, sc2marker, citeFuse etc. and the intersection size denotes the number of markers that are overlapping across methods. I think this would also be a good visual for users to determine which of the individual methods are the best to use by consensus or overlap.
I think it would be good to have a visual representation of the consensus. Felix mentioned that a heatmap is a possibility, but I also think that something like an UpSet Plot would also be a good visual here (see attached example below). E.g., on the x-axis is xgboost, sc2marker, citeFuse etc. and the intersection size denotes the number of markers that are overlapping across methods. I think this would also be a good visual for users to determine which of the individual methods are the best to use by consensus or overlap.