 However, many methods for creating these maps fail due to  focusing too much on the input or being extremely sensitive to small input noise .
<clarity>  However, many methods for creating these maps fail due to  focusing too much on the input or being extremely sensitive to small input noise .
 However, many methods for creating these maps fail due to focusing too much on the input and too little on the model .