So 'best estimate' is pretty sensitive to the parameters you choose. The population of the world continues to grow by the day.
In the year 2009, the world tipped the scale with 6.8 billion people living in it. What was the worlds population 2000 years ago? By the 1990s, that many new babies were crowding onto the planet every seven hours." Even a very conservative 0.5% average easily gives us current world population in the years since the Flood from only eight people, incidentally. And as the map shows, the same was true 20,000 years ago. 6000 years ago, or 6600 years ago to be more precise a man named Yakub took 59,999 volunteers to the island of Palan (Patmos). 9,500 BCE Throughout the world, climates become warmer, wetter and more stable. From 10,000 years ago to 1750 CE, population world-wide increased on average by about 67,000 people a year. There are also people that believe, that according to the Bible, the world's population started over 2000 years ago with Adam and Eve. On this island, he would perform the first artificial selection experiment. From two people, created about 6,000 years ago, and then the eight people, preserved on the Ark about 4,500 years ago, the world’s population could easily have grown to the extent we now see it—over 6.5 billion. 9,000 BCE 21st century academics mark this as around the time that the shift from hunter-gathering societies to settled farming begins. When the Ice Age ended, about 15,000 years ago, population began to climb again, setting the stage for a major turning point in human evolution. Note, btw, that Dr Batten's article shows that biblical data indicate a growth rate in the early post-Flood years of about 3.7%. This experiment with last about 600 years before creating a complete transgenetic result. Credit to Population Connection and their world population history map, one of my favorite data visualizations ever, and the inspiration for this one.

And so was the Sahara Desert. The map begins at 1:18, showing human population a little more than 2,000 years ago, with each yellow dot representing 1 million people in an area. Population under water.
Population data: Spatializing 6,000 years of global urbanization from 3700 BC to AD 2000; Base map: NASA Blue Marble; Built with D3, using the Canvas implementation described here on Bocoup. But in between, there was a period when the Middle East was green. There are perhaps five million people in the world, most of them hunter-gatherers. 11,000 Years Ago: Farming Sparks a Boom Farming villages first appeared in the Near East during the Neolithic period, about 11,000 years ago, and soon afterwards in many other parts of the world.

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