This project benchmarks sequence-to-sequence models for football (soccer) event forecasting using pseudo ground truth from the SoccerNet Ball Action Spotting 2025 challenge.
Given a sequence of 5 past ball actions, predict the next action.
12 unique actions
12,428 total events
Random Baseline (uniform / weighted)
LSTM Seq2Seq
Transformer Seq2Seq
Macro-F1
Top-1 Accuracy
Top-3 Accuracy
Shouq Alsulami
Banan Almdni
Talah Almuhawwis