Trajectory Prediction on ETH (minADE20/minFDE20)
0.28minADE20PCCSNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PCCSNet2024.07 | 0.28 | 0.54 | |
| SingularTrajVenue=CVPR’24, K=20, Observability=agent-centric2026.05 | 0.35 | 0.42 | |
| STAR2023.03 | 0.36 | 0.65 | |
| STAR2024.07 | 0.36 | 0.65 | |
| NPSN2024.07 | 0.36 | 0.59 | |
| EigenTrajectory2024.07 | 0.36 | 0.53 | |
| PPT2024.07 | 0.36 | 0.51 | |
| NPSNVenue=CVPR’22, K=20, Observability=agent-centric2026.05 | 0.36 | 0.59 | |
| EigenTrajectoryVenue=ICCV’23, K=20, Observability=agent-centric2026.05 | 0.36 | 0.57 | |
| FEP-DiffVenue=-, K=20, Observability=agent-centric2026.05 | 0.37 | 0.51 | |
| MID2023.03 | 0.39 | 0.66 | |
| LED2023.03 | 0.39 | 0.58 | |
| MID2024.07 | 0.39 | 0.66 | |
| LED2024.07 | 0.39 | 0.58 | |
| MemoNet2023.03 | 0.4 | 0.61 | |
| NPSN2023.03 | 0.4 | 0.76 | |
| MemoNet2024.07 | 0.4 | 0.61 | |
| TUTR2024.07 | 0.4 | 0.61 | |
| EqMotionVenue=CVPR’23, K=20, Observability=agent-centric2026.05 | 0.4 | 0.61 | |
| MoFlowVenue=CVPR’25, K=20, Observability=agent-centric2026.05 | 0.4 | 0.59 | |
| SocialVAE2024.07 | 0.41 | 0.58 | |
| SocialVAEVenue=ECCV’22, K=20, Observability=agent-centric2026.05 | 0.42 | 0.59 | |
| GP-GraphVenue=ECCV’22, K=20, Observability=agent-centric2026.05 | 0.43 | 0.64 | |
| Agentformer2023.03 | 0.45 | 0.75 | |
| AgentFormer2024.07 | 0.45 | 0.75 | |
| AgentFormerVenue=ICCV’21, K=20, Observability=agent-centric2026.05 | 0.45 | 0.75 | |
| GroupNet2023.03 | 0.46 | 0.73 | |
| GroupnetVenue=CVPR’22, K=20, Observability=agent-centric2026.05 | 0.46 | 0.73 | |
| MIDVenue=CVPR’22, K=20, Observability=agent-centric2026.05 | 0.47 | 0.9 | |
| PECNet2023.03 | 0.54 | 0.87 | |
| PECNet2024.07 | 0.54 | 0.87 | |
| NMMP2023.03 | 0.61 | 1.08 | |
| Trajectron++2023.03 | 0.61 | 1.02 | |
| Trajectron++Venue=ECCV’20, K=20, Observability=agent-centric2026.05 | 0.63 | 1.06 | |
| BiFlow2025.10 | 0.66 | 0.85 | |
| Social-GAN2023.03 | 0.81 | 1.62 | |
| MoFlowCoFE=false2025.10 | 0.85 | 1.22 | |
| Social-GAN2024.07 | 0.87 | 1.62 | |
| MoFlowCoFE=true2025.10 | 0.88 | 1.26 | |
| SGNetCoFE=true2025.10 | 0.98 | 1.32 | |
| TUTR*CoFE=true2025.10 | 1.02 | 1.41 | |
| TUTR*CoFE=false2025.10 | 1.25 | 1.54 | |
| VRNNCoFE=false2025.10 | 1.35 | 2 | |
| AC-VRNNCoFE=false2025.10 | 1.39 | 2.04 | |
| SGNetCoFE=false2025.10 | 1.43 | 1.97 | |
| AC-VRNNCoFE=true2025.10 | 1.47 | 2.18 | |
| VRNNCoFE=true2025.10 | 1.52 | 2.35 |