Hello asif ,
As discussed in recent post about eye penalty that eye penalty is somehow related Power penalty which means when a parameter in the system changes and results in degradation of the eye-opening, the amount of power that compensates for the degradation is called “power penalty”.
As far as your graph is concerned , you have not mentioned what are you plotting and against what , so it is a bit difficult to explain the graph.
regards