Multi-agent Trajectory Prediction on NBA dataset
0.3ADESocialMOIF
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SocialMOIFbest-of-20 predictions=true2025.04 | 0.3 | 0.56 | — | — | |
| SocialMOIFbest-of-20 predictions=true2025.04 | 0.34 | 0.66 | — | — | |
| BiTrapbest-of-20 predictions=true2025.04 | 0.46 | 0.76 | — | — | |
| V2-Net-SCbest-of-20 predictions=true2025.04 | 0.47 | 0.78 | — | — | |
| GroupNetbest-of-20 predictions=true, architecture=plus CVAE2025.04 | 0.5 | 0.84 | — | — | |
| E-V2-Net-SCbest-of-20 predictions=true2025.04 | 0.54 | 0.79 | — | — | |
| E-V2-Net-SCbest-of-20 predictions=true2025.04 | 0.54 | 0.86 | — | — | |
| SGNetbest-of-20 predictions=true2025.04 | 0.69 | 1.02 | — | — | |
| MTNbest-of-20 predictions=true2025.04 | 0.71 | 1.45 | — | — | |
| MemoNetbest-of-20 predictions=true2025.04 | 0.76 | 1.55 | — | — | |
| MemoNetbest-of-20 predictions=true2025.04 | 0.8 | 1.78 | — | — | |
| SGNetbest-of-20 predictions=true2025.04 | 0.84 | 0.97 | — | — | |
| BiTrapbest-of-20 predictions=true2025.04 | 0.86 | 1.21 | — | — | |
| V2-Net-SCbest-of-20 predictions=true2025.04 | 0.86 | 1.88 | — | — | |
| EqMotionbest-of-20 predictions=true2025.04 | 0.87 | 1.41 | — | — | |
| ST-MRbest-of-20 predictions=true2025.04 | 0.87 | 1.41 | — | — | |
| MTNbest-of-20 predictions=true2025.04 | 0.9 | 1.03 | — | — | |
| ST-MRbest-of-20 predictions=true2025.04 | 0.94 | 1.73 | — | — | |
| FLEAMbest-of-20 predictions=true2025.04 | 1.29 | 1.68 | — | — | |
| EqMotionbest-of-20 predictions=true2025.04 | 1.35 | 1.87 | — | — | |
| GroupNetbest-of-20 predictions=true, architecture=plus CVAE2025.04 | 1.73 | 2.06 | — | — | |
| FLEAMbest-of-20 predictions=true2025.04 | 1.92 | 2.21 | — | — | |
| MADIFF-CTraj. Len.=202023.05 | 7.92 | 14.06 | 5.2 | 7.61 | |
| Baller2Vec++Traj. Len.=202023.05 | 15.15 | 24.91 | 5.62 | 5.6 | |
| MADIFF-CTraj. Len.=642023.05 | 17.24 | 26.69 | 11.4 | 11.26 | |
| Baller2Vec++Traj. Len.=642023.05 | 32.07 | 44.93 | 14.72 | 10.41 |