What is the correct interpretation of a significant F when conducting an ANOVA?

Group of answer choices

The sample is significantly different than the population

There is a strong positive relationship between our independent and dependent variables

There are group differences, but it is unknown which specific groups differ

All the groups being compared were significantly different from one another