This is a common issue with led lighting. Traditional dimmers, as found with fans with incandescent lighting, rely on a potentiometer to introduce impedance, or resistance, into the circuit to lower the voltage supplied to the light. Incandescent lighting and most dimmable CFLs can utilize this lower voltage. Their output lumens can be charted and the resulting graph would look like a smooth curve (analog)
Led lights rely on a digital processor, known as a driver, to process the voltage into a usable output for the light emitting diode. On smaller lighter, this driver is built into the light while larger lights have the driver as a separate device (similar to a ballast). Dimmable LED lights operate on only a finite number of voltage inputs, or steps. It the light is supplied with exactly the right voltage, the light output is dimmed accordingly. If the voltage lands in-between these steps, the driver can't efficiently handle the voltage and usually flickers. If you graphed the voltage to lumens it would look like a staircase.
They make dimmable switches for led lighting, but it's usually tailor made for the specific brand light/driver and results are hit or miss.
Hope this helps,
Dave