Ohmic resistor: The resistance is always the same, so a straight line in the U-I-diagram.
Light bulb: The resistance increases when the temperature increases (so if both U and I increase).
NTC: The resistance decreases when the temperature increases
LDR: The resistance will be lower when more light falls on it.