Trajectory Prediction on ETH/UCY (Eth)
0.22ADEUPDD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UPDDevaluation_protocol=best-of-202026.05 | 0.22 | 0.42 | |
| V2-Net-SCbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.23 | 0.33 | |
| E-V2-Net-SCbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.23 | 0.3 | |
| Resonanceevaluation_protocol=best-of-202026.05 | 0.23 | 0.35 | |
| Reverberationevaluation_protocol=best-of-202026.05 | 0.23 | 0.34 | |
| Encoreevaluation_protocol=best-of-202026.05 | 0.23 | 0.35 | |
| CODAK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.24 | 0.37 | |
| E-V2-Netevaluation_protocol=best-of-202026.05 | 0.25 | 0.38 | |
| SocialCircleevaluation_protocol=best-of-202026.05 | 0.25 | 0.38 | |
| SocialCircle+evaluation_protocol=best-of-202026.05 | 0.25 | 0.39 | |
| SocialMOIFbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.26 | 0.31 | |
| AgentFormerevaluation_protocol=best-of-202026.05 | 0.26 | 0.39 | |
| NRMFK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.26 | 0.37 | |
| MSRLevaluation_protocol=best-of-202026.05 | 0.28 | 0.47 | |
| Y-netevaluation_protocol=best-of-202026.05 | 0.28 | 0.33 | |
| SingularTrajK=202026.03 | 0.35 | 0.43 | |
| DD-MDNK=202026.03 | 0.35 | 0.54 | |
| EqMotionbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.36 | 0.54 | |
| PPTevaluation_protocol=best-of-202026.05 | 0.36 | 0.51 | |
| EigenTrajK=202026.03 | 0.37 | 0.54 | |
| LG-Trajevaluation_protocol=best-of-202026.05 | 0.38 | 0.56 | |
| MIDK=202026.03 | 0.39 | 0.66 | |
| LED*K=202026.03 | 0.39 | 0.58 | |
| TIGFlow-GRPOK=202026.03 | 0.39 | 0.55 | |
| MS-TIPevaluation_protocol=best-of-202026.05 | 0.39 | 0.57 | |
| SMEMOevaluation_protocol=best-of-202026.05 | 0.39 | 0.59 | |
| EqMotionK=202026.03 | 0.4 | 0.62 | |
| MoFlowK=202026.03 | 0.4 | 0.6 | |
| Y-NetK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.4 | 0.57 | |
| MoFlowK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.4 | 0.57 | |
| MemoNetK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.41 | 0.64 | |
| AgentFormerK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.45 | 0.75 | |
| GroupNetK=202026.03 | 0.46 | 0.73 | |
| Joint AgentFormerK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.47 | 0.79 | |
| MemoNetbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.51 | 0.69 | |
| ST-MRbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.53 | 0.69 | |
| MANTRAbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.56 | 0.97 | |
| PECNetK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.56 | 0.99 | |
| View VerticallyK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.57 | 0.69 | |
| MTNbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.58 | 0.86 | |
| Agent-formerbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.58 | 0.86 | |
| FLEAMbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.66 | 1.21 | |
| BiTrapbest-of-20 predictions=true, cross-validation=leave-one-out2025.04 | 0.66 | 1.09 | |
| Trajectron++K (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.67 | 1.18 | |
| Joint View VerticallyK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.7 | 0.79 | |
| S-GANK (samples)=20, Evaluation Protocol=Marginal2026.05 | 0.88 | 1.66 |