Agriculture field has recently adopted the various techniques to boost the production and monitoring of seed germination in a professional manner. Temperature is the key factor in amending the germination of non-dormant seeds. This paper presents the various computational developed prediction models for calculating seed germination growth rate. Also in this paper their merits and demerits are depicted to analyze them. These are helpful in monitoring and controlling the seed germination process to enable higher quality storage and produce good yield of crops.