ancient Greek writers described them in detail centuries after they supposedly existed, which is part of why historians are skeptical, it's all secondhand.
there's actually no solid archaeological evidence they ever existed at all, some historians think they were mixed up with gardens in Nineveh, or were more legend than reality.