First of all, lux are lumens/m^2. So lux are pretty much application-dependent: you can get (almost) as many lux from a given light source as you want by moving your test surface closer to it. By moving farther away, you can get as few lux as you want, down to about a microlux or so if you're in deep space far away from galaxies.
So the real question you want answered is lumens per watt.
Incandescent bulbs are bad: about 10 lumens/W is the ballpark. Halogen lamps are about 4 times better, and LEDs and fluorescents can be up to 6 times better.
The starting point figures should be obtained from LED light source data sheets. Those will be in lumens/W. The lyx/W will depend on the optics in the light fixture, as that figure depends on how light is distributed in the light beam. You can have a fixture that will produce a narrow beam, giving many more lux than just the bare LED without any extra optics.
You must always verify the actual lux levels by measuring illumination in lux for a given light fixture at some fixed distance (say 1m), at various angles from the optical axis. From this you can get a good idea as to how the light fixture will illuminate a surface at other distances and off-axis angles. To do a good job you will always need to validate the number provided by manufacturers.