The application is a performance evaluation method and
system of a seeker neural network tracking
algorithm, belonging to the field of
software evaluation, including simulating a moving target to test the seeker, obtaining multiple tracking
performance index data of the seeker to the moving target based on the neural network tracking
algorithm; based on the multiple tracking
performance index data, converting each tracking
performance index data into a single
index score result through linear assignment and weighted fusion respectively; judging whether there is a single
index score result lower than the
lower threshold of the single
index score, if there is, the comprehensive performance
evaluation result is 0; if not, the single index
score result higher than the upper threshold of the single index
score is judged as full
score, and the single index score result without arbitration conditions is weighted and fused to obtain the comprehensive performance
evaluation result; judging whether the comprehensive performance score has arbitration conditions, if not, it is zero, otherwise, it is reserved, and the comprehensive performance
evaluation result is obtained. The problem of lacking a special performance evaluation scheme for the seeker neural network tracking
algorithm is solved.