Training Categories and Test Categories

Let us use $S$ to denote the set of training categories and $T$ to denote the set of testing categories.

  • $S=T$: the most common case
  • $S\cap T=\emptyset$: zero-shot learning
  • $S\subset T$: generalized zero-shot learning
  • $S\supset T$: pretrained model