The question intregues me so I looked up the $a$ and $b$ values in Wikipedia on the web page Van der Waals constants. This doesn't answer the question, but adds more data to focus the question.
$$\begin{array}{cc}
\hline
\text{Element} & a\text{ / }\mathrm{L^2 \ bar\ mol^{-2}} & b\text{ / }\mathrm{L\ mol^{-1}}\\
\hline
\ce{He} & 0.0346 & 0.0238 \\
\ce{Ne} & 0.2135 & 0.01709 \\
\ce{Ar} & 1.355 & 0.03201 \\
\ce{Kr} & 2.349 & 0.03978 \\
\ce{Xe} & 4.250 & 0.05105\\
\ce{Rn} & 6.601 & 0.06239 \\
\hline
\end{array}$$
A plot of the Van der Waals $a$ and $b$ values.

So is the b value for He high, or is the b value for Ne low ?!?
I also looked up for each element what was listed for the covalent radius and the Van der Waals radius on each elements individual Wikipedia webpage.
$$\begin{array}{cc}
\hline
\text{Element} & Covalent\text{ (pm) } & Van~der~Waals \text{ (pm)}\\
\hline
\ce{He} & 28 & 140 \\
\ce{Ne} & 58 & 154 \\
\ce{Ar} & 106±10 & 188 \\
\ce{Kr} & 116±4 & 202 \\
\ce{Xe} & 140±9 & 216 \\
\ce{Rn} & 150 & 220 \\
\hline
\end{array}$$