Table 1 Summary of the features used in the corresponding tasks

From: TacticAI: an AI assistant for football tactics

Benchmark task

Node features

Edge features

Global features

Receiver prediction

(Node classification)

Player positions

Teammate or opponent

None

Player velocities

  

Player weights

  

Player heights

  

Ball possession

  

Shot prediction

(Graph classification)

Same as above

Same as above

Receiver ID

Guided generation

(Node regression)

Same as above

Same as above

Shot indicator

Receiver ID