I just found an example from emacs-orgmode mail list which works just fine for me.
+---+-----+-----------+
| | A | B |
+---+-----+-----+-----+
| 1 | A1 | B1 | C1 |
| | +-----+-----+
| | A1b | B1b | C1b |
+---+-----+-----+-----+
| 2 | A2 | B2 C2 |
| +-----+ |
| | A2b | B2b C2b |
+---+-----+-----------+
If you modify your table like below, it works too.
+---------+---------+---------+
| Header1 | Header2 | Header3 |
+---------+---------+---------+
| Merged | Text1 | Text2 |
| text +---------+---------+
| here | Text3 | Text4 |
+---------+---------+---------+
So I find some tips on that:
Here is another alternative choice which is not very convenient. You can use Quoting HTML tags to handle HTML table export.
#+BEGIN_EXPORT html
<TABLE BORDER="1">
<TR>
<TH>Header1</TH>
<TH>Header2</TH>
<TH>Header3</TH>
</TR>
<TR>
<TD ROWSPAN="2">Merged text here</TD>
<TD>Text1</TD>
<TD>Text2</TD>
</TR>
<TR>
<TD>Text3</TD>
<TD>Text4</TD>
</TR>
</TABLE>
#+END_EXPORT
This synatx works only when exported to html. If you want export table to pdf, you should use syntax below. You can use LaTeX Tables Generator to generate latex table online.
#+BEGIN_EXPORT latex
% Please add the following required packages to your document preamble:
% \usepackage{multirow}
\begin{table}[]
\begin{tabular}{lll}
Header1 & Header2 & Header3 \\
\multirow{2}{*}{Merged text here} & Text1 & Text2 \\
& Text3 & Text4
\end{tabular}
\end{table}
#+END_EXPORT
There exsist many back-ends in in org export, you possiblely need to write customzation code to those backends if you want to export to those backends.