The invention relates to an organic thin film transistor, wherein, a dielectric layer is composed of a composite, the composite comprises: (a) a polymer, the structure of the repeated unit is shown in formula (I), wherein, each X is H or C1-54 alkyl respectively and independently; each R is H, alkyl, acetoxyl group, tert-butyl, beta-methoxy ethoxy methyl ether, methoxy methyl ether, p-methoxyl benzyl ether, methylthio methyl ether, neopentyl acyl and tetrahydropyran or silyl ether respectively and independently; each a is an integer from 1 to 5 respectively and independently; y and z are molar ratios, y plus z is equal to 1, y is not less than or equal to 0 and not more than or equal to 1, z is not less than or equal to 1 and not more than or equal to 1; (b) a cross-linking agent; and (c) an acid generator.