Definitely not. Lebanese look borderline white and their darker skinned ones are just tanned (like Kim Kardashianβs skin tone)
The girl in pink has the same skin tone as many Somalis. Only her features look a bit different, but she has the Somali colouring and could more easily pass for Somali than Lebanese
Kim Kardashian

this is Kim kardashian
There's some Lebanese I've found
Please stop, the Lebanese girl with a Somali mother looks indistinguishable to dark skinned gulf looking Lebanese people (which do exist). She has arab undertones not Somali ones which gives her a more brown complextion, even lighter skinned Somalis have a more yellow complextion so its different. Stop claiming this girl, she looks nothing like us and could much easier pass for Lebanese than Somali.
Also yes, most Lebanese could pass for Mediterranean looking (as they literally are in the Mediterranean) but there's also clearly a portion of gulf arab looking Lebanese.