Your neural network's performance is subpar. It's underfitting. It's like it's stuck in the mud.
Maybe you should try adding more layers or a bigger network. Or maybe youประก should just use a different algorithm. But honestly, who needs a neural network when you have a good old-fashioned lookup table, right?
Overfitting: The Other Side of the Coin FAQ: Frequently Asked Questions (but not really)