WordNet records no synonym and no antonym for chain stitch. It is the only member of each of its synsets, which is common for technical, taxonomic and single-sense vocabulary — there is no other English word that means the same thing. The broader and narrower terms below are the useful relations in that case.
Counts are distinct word forms across every sense. A synonym that appears under three senses is counted once here and shown three times below, under each sense it belongs to.
the most basic of all crochet stitches made by pulling a loop of yarn through another loop
a looped stitch resembling the links of a chain; used in embroidery and in sewing
Synonyms, antonyms and the broader and narrower relations for chain stitch come from Princeton University’s WordNet. Full sources and licences.