In a species that produces fruits from self-pollination and from cross-pollination, self-pollinated fruits generally produce many more seeds than fruits produced from cross-pollination. This suggests the likelihood that cleistogamy arose in those species because cross-pollination was not always effective.
Source: wiktionary