In all test results, DECIMER Image Transformer consistently produces an average Tanimoto similarity of greater than 0.95. Opposed to the steadily high Tanimoto similarity, there are clear differences regarding the number of perfect predictions. The proportion of perfectly predicted molecules decreases with an increased level of complexity and noise in the structure depictions as well as a lower image resolution.