0.000068 MSE for TensorFlow Model?

Question

Question, just for comparison purposes, is anyone getting an MSE like this in any of their models for validation metrics?Mine is doing some predictions, and over the past few weeks of iterations I've gone from 0.2 down to this, and trying to push it lower.I know this all depends on context and the number means nothing by itself, but would be curious to know if anyone has a really low number, much lower than this.

neximo64 · Accepted Answer

This is almost a meaningless, the MSE depends on the model structure and can't be compared arbitrarily.If you had a single perceptron/single layer model, its a fantastic MSE.

verdverm · Answer

without more details, this sounds like overfitting or training data leakage