configs/generate.yaml

tasks:
  - name: task_1
    seed: 42
    num_images_per_class_train: 100
    num_images_per_class_test: 100
    selected_classes:
      - airplane
      - bed
      - car
      - cow
      - keyboard
    experiments:
      - name: bed_dog_cat
        spurious_class: bed
        train_context: dog
        test_context: cat
      - name: bed_cat_dog
        spurious_class: bed
        train_context: cat
        test_context: dog
      # - name: car_dog_cat # Not enough images
      #   spurious_class: car
      #   train_context: dog
      #   test_context: cat # 50 < car(cat) < 100
      # - name: car_cat_dog # Not enough images
      #   spurious_class: car
      #   train_context: cat # 50 < car(cat) < 100
      #   test_context: dog 
      # - name: cow(dog)_cow(cat) # Not enough images
      #   spurious_class: cow
      #   train_context: dog # 0 < cow(dog) < 50
      #   test_context: cat # cow(cat) = 0
      # - name: keyboard(dog)_keyboard(cat) # Not enough images
      #   spurious_class: keyboard
      #   train_context: dog # 0 < keyboard(dog) < 50
      #   test_context: cat
  - name: task_2
    seed: 42
    num_images_per_class_train: 100
    num_images_per_class_test: 100
    selected_classes:
      - beach
      - computer
      - motorcycle
      - stove
      - table
    experiments:
      - name: table_cat_dog
        spurious_class: table
        train_context: cat
        test_context: dog
      - name: table_dog_cat
        spurious_class: table
        train_context: dog
        test_context: cat
      - name: table_books_dog
        spurious_class: table
        train_context: books
        test_context: dog
      - name: table_books_cat
        spurious_class: table
        train_context: books
        test_context: cat