In some of the experiments, the same random noise background exists with different black blobs superimposed at where you expect the correct value to be. Ie they took a fixed realistic-ish looking background, and drew in the 'correct' values

Its hard to argue that that isn't fraud as a result. It isn't touching up existing data, its fully fabricating data