Multi-agent Trajectory Prediction on Football Trajectory Dataset (test)
0.45JADETacticGen
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TacticGenN=20, diffusion-based=true, event encoder=true2026.04 | 0.45 | 0.29 | 0.52 | 4.73 | 0.92 | 10.66 | |
| MADiffN=20, diffusion-based=true, event encoder=true2026.04 | 0.58 | 0.33 | 0.57 | 5.73 | 1.14 | 14.19 | |
| Sports-TrajN=202026.04 | 0.62 | 0.42 | 0.65 | 7.69 | 1.18 | 14.3 | |
| LEDN=202026.04 | 0.65 | 0.36 | 0.55 | 5.7 | 1.27 | 15.01 | |
| Scene TransformerN=202026.04 | 0.67 | 0.38 | 0.64 | 7.38 | 1.24 | 14.98 | |
| MIDN=20, diffusion-based=true, event encoder=true2026.04 | 0.68 | 0.36 | 0.6 | 6.34 | 1.31 | 16.8 | |
| mmTransformerN=202026.04 | 0.69 | 0.43 | 0.68 | 7.64 | 1.25 | 15.5 | |
| Graph ImputerN=202026.04 | 0.73 | 0.49 | 0.77 | 8.5 | 1.35 | 18.16 | |
| PlayBestN=202026.04 | 0.75 | 0.48 | 0.75 | 8.03 | 1.34 | 18.02 | |
| GVRNNN=202026.04 | 0.79 | 0.53 | 0.84 | 9.23 | 1.42 | 19.2 | |
| DiffuserN=20, diffusion-based=true, event encoder=true2026.04 | 0.8 | 0.51 | 0.79 | 8.78 | 1.41 | 18.55 | |
| FootBotsdeterministic=true2026.04 | 0.85 | — | — | — | 1.47 | 19.14 | |
| DiTN=20, diffusion-based=true, event encoder=true2026.04 | 0.87 | 0.57 | 0.64 | 7.02 | 1.33 | 17.76 | |
| Trajectron++N=202026.04 | 0.98 | 0.61 | 0.99 | 11.23 | 1.52 | 20.1 | |
| DAG-Netdeterministic=true2026.04 | 1.01 | — | — | — | 1.83 | 25.9 | |
| STGATdeterministic=true2026.04 | 1.09 | — | — | — | 2.32 | 31.13 | |
| Social LSTMdeterministic=true2026.04 | 1.11 | — | — | — | 2.33 | 31.5 | |
| GRNNdeterministic=true2026.04 | 1.25 | — | — | — | 2.4 | 32.14 | |
| Transformerdeterministic=true2026.04 | 1.31 | — | — | — | 2.54 | 37.47 | |
| LSTMdeterministic=true2026.04 | 1.65 | — | — | — | 3.52 | 45.32 |