No, and this is one of mattress LCA’s most counter-intuitive results. Natural latex has advantages (renewable material, good durability), but its LCA profile is penalised by transport from South-East Asia, land use for rubber-tree cultivation and finished product weight. The "natural" label does not determine the overall environmental score.
Read the source article: What is a mattress’s environmental impact in an LCA?