A time-weighted return is a way of measuring investment performance that removes the influence of the size and timing of money moving into and out of an account. The Global Investment Performance Standards, the voluntary reporting standards published by CFA Institute, define it as "a method of calculating period-by-period returns that reflects the change in value and negates the effects of external cash flows." Because it answers what the investment did rather than what the investor's money did, it is the fair way to compare two funds, or a fund against its benchmark, and the wrong way to answer "how did I do?"
The companion measure is the money-weighted return, which deliberately keeps the effect of cash-flow timing and therefore reports the investor's own experience. Neither one is more correct. They answer different questions, and a statement that shows both is showing you two facts rather than a discrepancy.