The invention discloses a silicone rubber sealing pad having low permanent compression set value and a preparation method thereof.The silicone rubber sealing pad is prepared from low phenyl silicone rubber, acrylate rubber, isoprene rubber, 4,4'-diamino biphenyl, praseodymium naphthenate, silicon calcium magnesium crystal whiskers, a accelerant DTDM, a accelerant CZ, a accelerant CPB, carbon black N774, carbon black N330, 1,1-bis(tert butyl peroxyl)-3,3,5-trimethyl-cyclohexane, nano palygorskite, cobalt naphthenate, lead silicate white, zinc stearate, vaseline, an antiager 4010 NA, an antiager 2246 and a modifier.The prepared silicone rubber sealing pad has good compressibility and resilience and small permanent compression set, does not produce permanent change when being exposed at higher temperature, can have original mechanical properties of rubber after being put back at the room temperature and meanwhile has excellent abrasion resistance, corrosion resistance, aging resistance and heat resistance and other properties.