I expect this could be a mesh resolution issue. The electric field changes rapidly near metallic interfaces and so you need a fine mesh to simulate it correctly. Have you looked into this? Either changing the global mesh settings or introducing a nonlinear mesh near the interface should improve the accuracy.
Cheers