The first question is not whether a curve rises. It is whether every input was available when the decision was made. I look for point-in-time membership, realistic execution prices, costs and a test window left untouched by model selection.
A random walk or simple momentum baseline is often more useful than another complex model. If the candidate fails that comparison, the failure is information about the research process.