Not exactly.
The report most of these outlets base their numbers on is the "Gender Equality Index" of the Human Development Report. But the variables in the gender equality index are extremely biased and not objective at all. Just look at the data points being used!
http://hdr.undp.org/en/composite/GII
Maternal Mortality Ratio - this figure is being used to show that women are at a disatvantage but there is no equivalent data point for men. What the Index does is look at maternal death ratio in a country and, as long as that number is higher than zero, take that as proof that women are being discriminated against. Again: As long as one woman in 100k dies in childbed they say it's discrimination. But men die from stuff, too! If I want to compare the GDP of Great Britain and France I can't just say "Great Britain has a GDP of X" and... done! I have to compare it to the other countrie's GDP. In this case, there is nothing to compare because men don't die in childbirth and the fact that women give birth is not discrimination at all. It's a biological fact. Why don't we look at life expectancy instead, which is a data point you can actually use to see who's at an advantage? Because women live five years longer than men on average. So the number used here is just rubbish and they know it! Click on the "frequently asked questions" section in my link and they'll basically admit the number is biased "but in an ideal world it would be zero". Well, in an ideal world no man and no woman would die from cancer, but we don't live in an ideal world. In the real world, men die five years earlier than women. What the index does is this: No woman dies from prostate cancer! Discrimination against men confirmed! (Same goes for the WEF link you privded: One of their data points is "Health and Survival Index". But if women live longer than men, then how can the number be skewed in favor of men? Because often these indexes define "equality" as "women living five years longer than men").
Adolescent Birth Rate - Same as above. As long as the number of pregnant women aged 19 or younger is above zero that is taken as proof that women are at a disatvantage. But men can't get pregnant. There is nothing to compare it with. Also, more than 80% of those young mothers are 18 years or older! They are grown adults and are free to live their life as they want! It is hardly discrimination against women if an adult woman gets pregnant and it's not the result of mysoginy.
Population with at least some degree of secondary education - This point is huge spin. Again, look at the explanations given in the link. This data point does not look at secondary education at all. It's the number of people who *attempt* / start some sort oft secondary education. If you look at the number of people who actually *finish* their secondary education, the number of women is higher in most western countries!
The Gender Equality Index was made up by feminists to prove a point. It is not unbiased at all. Why don't we look at stuff where we can actually compare men and women like average life expectancy? Because the numbers would favor women in a lot of cases, that's why.
Edit: I don't think women in arab countries of Africa are being treated equally, by the way. But these reports are definitely not objective.