SELECT
table_name AS `Table`
,round(((data_length + index_length) / 1024 / 1024), 2) `Size in MB`
FROM information_schema.TABLES
WHERE '<database>' = table_schema
ORDER BY (data_length + index_length) DESC
LIMIT 20;
See also: How to order MySQL databases by size?