JMeter listener is trustful?

I did load test using jmeter.

I used two listener. one is "Response Times Over Time", and the other is "Transaction per Second".  Comparing with two listeners, I confused whether or not i know the meaning of these data is. I thought that the more the tps is higher, the more the response time is shorter. right?

But the result of data is contrary to what i thought.. is it correct?