Sounds like you need a new sender unit. https://parts.mcgeorgetoyota.com/oem-parts/toyota-fuel-gauge-sending-unit-8332047110
Wrong as in what? Shows empty when full? Shows full when empty? Like nearly all gauges, they're just an indication of roughly how much - with the top and bottom 10% irrelevant.