A successful DNA motif discovery algorithm meets the following criteria:
Accurately identify known motifs within an experimentally obtained set of DNA sequences
Identify motifs faster than current algorithms e.g. the MEME (Multiple Expectation-maximization for Motif Elicitation) algorithm generally takes around 30 minutes to converge to specific motifs.