I guess you must have include too much dark background in your images, your camera meter was fooled by this.
if you main subject is in mid tone, you can use spot metering and take reading from the subject.
or you can use use -ve compensation without changing the metering and exposure mode.
you can also use a graycard to take meter reading from.