If you have a fuse that is too small it will blow. With the turn-on surge that you get with toroidal transformers, it will most likely blow as you turn on. If the fuse is only a little bit too small, it may be weakened by the turn-on surge and may blow when the transformers have been turned off and on a few times.
If you have fuse that is too big, and nothing else goes wrong, there is no consequence.
If you have a fuse that is too big, and a transformer shorts out, then too much current will flow, wires will get hot, and the weakest link in the supply will blow. That might be the cable from the plug, or the circuit breaker feeding the plug, but without detailed knowledge of the wiring the the building, it's difficult to say.
The transformers are 24 W each, I think you said. If that's right, the total power for three of them is 72 W, which is around 0.33 A at 220 V. However, transformers aren't perfectly efficient, which means that they take more current than that. There is also magnetisation current that they take even with no load, so you need a larger fuse, maybe 0.5 A or 1 A.
The large current that a fuse has to survive is the turn-on surge, which would be around 2 A per transformer for up to 1/4 of a mains cycle, or 5 ms at 50 Hz. A slow-blow fuse of about 1 A would easily handle the 6 A for 5 ms (
https://www.farnell.com/datasheets/2349120.pdf)
You should be aware that the fuse is not always going to protect the transformer if it is overloaded. If a single transformer is shorted, it will only take 2 A. A fuse rated at 1 A can take 20 minutes to blow at 2 A, so the transformer could be damaged before the fuse blows.