How to check model's accuracy and predict which model is effective enough from mean_absolute_error and mean_squared_error?

Question

I am trying to predict future forecasting of COVID-19 data using Polynomial Regression model and SVM model.

The plot of Test Data versus Polynomial Regression Predict