PARSE Category-level ZSL Qualitative Results

Training IllustrationsMost Confident True Positive for Each CategoryMost Confident False Positive for Each Category




















No Prediction
Predicted: The person is batting during a sports game (e.g., cricket, baseball).

No Prediction.
Predicted: The person is batting during a sports game (e.g., cricket, baseball).
True: The person is standing.




















No Prediction
Predicted: No prediction.

No Prediction.
Predicted: The person is catching a ball in a baseball game.
True: The person is dunking a basketball.




















No Prediction
Predicted: The person is celebrating a goal/point.

No Prediction.
Predicted: The person is celebrating a goal/point.
True: The person is dunking a basketball.




















No Prediction
Predicted: The person is diving to catch an object.

No Prediction.
Predicted: The person is diving to catch an object.
True: The person is catching a ball in a baseball game.




















No Prediction
Predicted: The person is dunking a basketball.

No Prediction.
Predicted: The person is dunking a basketball.
True: The person is pitching a ball.




















No Prediction
Predicted: The person is juggling.

No Prediction.
Predicted: The person is juggling.
True: The person is walking towards the camera.




















No Prediction
Predicted: The person is kicking a ball.

No Prediction.
Predicted: The person is kicking a ball.
True: The person is pitching a ball.




















No Prediction
Predicted: The person is pitching a ball.

No Prediction.
Predicted: The person is pitching a ball.
True: The person is batting during a sports game (e.g., cricket, baseball).




















No Prediction
Predicted: The person is splitting their legs.

No Prediction.
Predicted: The person is splitting their legs.
True: The person is diving to catch an object.




















No Prediction
Predicted: The person is standing.

No Prediction.
Predicted: The person is standing.
True: The person is walking towards the camera.




















No Prediction
Predicted: The person is stopped on a bicycle at a traffic light.

No Prediction.
Predicted: The person is stopped on a bicycle at a traffic light.
True: The person is walking to the right (side of the image, not the clipart persons side).




















No Prediction
Predicted: No prediction.

No Prediction.
Predicted: The person is walking to the left (side of the image, not the clipart persons side).
True: The person is walking to the right (side of the image, not the clipart persons side).




















No Prediction
Predicted: The person is walking to the right (side of the image, not the clipart persons side).

No Prediction.
Predicted: The person is walking to the right (side of the image, not the clipart persons side).
True: The person is standing.




















No Prediction
Predicted: The person is walking towards the camera.

No Prediction.
Predicted: The person is walking towards the camera.
True: The person is standing.