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ResearchFormerly WizWand

Multi-agent Trajectory Prediction on NBA dataset

0.3ADESocialMOIF
-0.97087.607116.18524.7629May 27, 2023Sep 20, 2023Jan 14, 2024May 9, 2024Sep 2, 2024Dec 27, 2024Apr 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
SocialMOIFbest-of-20 predictions=true2025.040.30.56——
SocialMOIFbest-of-20 predictions=true2025.040.340.66——
BiTrapbest-of-20 predictions=true2025.040.460.76——
V2-Net-SCbest-of-20 predictions=true2025.040.470.78——
GroupNetbest-of-20 predictions=true, architecture=plus CVAE2025.040.50.84——
E-V2-Net-SCbest-of-20 predictions=true2025.040.540.79——
E-V2-Net-SCbest-of-20 predictions=true2025.040.540.86——
SGNetbest-of-20 predictions=true2025.040.691.02——
MTNbest-of-20 predictions=true2025.040.711.45——
MemoNetbest-of-20 predictions=true2025.040.761.55——
MemoNetbest-of-20 predictions=true2025.040.81.78——
SGNetbest-of-20 predictions=true2025.040.840.97——
BiTrapbest-of-20 predictions=true2025.040.861.21——
V2-Net-SCbest-of-20 predictions=true2025.040.861.88——
EqMotionbest-of-20 predictions=true2025.040.871.41——
ST-MRbest-of-20 predictions=true2025.040.871.41——
MTNbest-of-20 predictions=true2025.040.91.03——
ST-MRbest-of-20 predictions=true2025.040.941.73——
FLEAMbest-of-20 predictions=true2025.041.291.68——
EqMotionbest-of-20 predictions=true2025.041.351.87——
GroupNetbest-of-20 predictions=true, architecture=plus CVAE2025.041.732.06——
FLEAMbest-of-20 predictions=true2025.041.922.21——
MADIFF-CTraj. Len.=202023.057.9214.065.27.61
Baller2Vec++Traj. Len.=202023.0515.1524.915.625.6
MADIFF-CTraj. Len.=642023.0517.2426.6911.411.26
Baller2Vec++Traj. Len.=642023.0532.0744.9314.7210.41