Actually, 25% is the right way to judge this improvement. For example, let's say performance was currently at 99.9% and you improve it to 99.99%. That's not a 0.09% improvement (99.99 - 99.9), but rather a ten-fold improvement (.01% errors vs 0.1% errors).

This has to do with the fact that accuracy/errors are not linear.