Motion Forecasting on Argoverse 1.0 (val)
0.86minFDE6QCNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| QCNettracking=perfect tracking2026.02 | 0.86 | 0.63 | 0.08 | |
| HPNet2024.10 | 0.87 | 0.64 | 0.07 | |
| HPNetStreaming=false2026.03 | 0.87 | 0.64 | 0.07 | |
| DeMo2024.10 | 0.9 | 0.59 | 0.07 | |
| DeMoStreaming=true2026.03 | 0.9 | 0.59 | 0.07 | |
| SHARPStreaming=true2026.03 | 0.9 | 0.58 | 0.07 | |
| HiMAPtracking=w/o tracking2026.02 | 0.94 | 0.66 | 0.09 | |
| ADAPT2024.10 | 0.95 | 0.67 | 0.08 | |
| SIMPL2024.10 | 0.95 | 0.66 | 0.08 | |
| R-Pred2024.10 | 0.95 | 0.66 | 0.09 | |
| ADAPTStreaming=false2026.03 | 0.95 | 0.67 | 0.08 | |
| SIMPLStreaming=false2026.03 | 0.95 | 0.66 | 0.08 | |
| R-PredStreaming=false2026.03 | 0.95 | 0.66 | 0.09 | |
| HiVT2024.10 | 0.96 | 0.66 | 0.09 | |
| HiVTStreaming=false2026.03 | 0.96 | 0.66 | 0.09 | |
| DSP2024.10 | 0.98 | 0.69 | 0.09 | |
| FRM2024.10 | 0.99 | 0.68 | — | |
| FRMStreaming=false2026.03 | 0.99 | 0.68 | — | |
| SSL-Lanes2024.10 | 1.01 | 0.7 | 0.09 | |
| PAGA2024.10 | 1.02 | 0.69 | — | |
| DenseTNT-minFDEImplementation Source=reproduced results using the official implementation2022.07 | 1.05 | 0.76 | 0.1 | |
| DenseTNT2024.10 | 1.05 | 0.73 | 0.1 | |
| LTP2024.10 | 1.07 | 0.78 | — | |
| LaneGCN2022.07 | 1.08 | 0.71 | — | |
| Temporal Graph Learning2022.07 | 1.08 | 0.73 | 0.1 | |
| LaneGCN2024.10 | 1.08 | 0.71 | — | |
| TPCN2022.07 | 1.15 | 0.73 | 0.11 | |
| mmTransformer2022.07 | 1.15 | 0.71 | 0.11 | |
| TPCN2024.10 | 1.15 | 0.73 | 0.11 | |
| mmTransformer2024.10 | 1.15 | 0.71 | 0.11 | |
| mmTransformerStreaming=false2026.03 | 1.15 | 0.71 | 0.11 | |
| LaneRCNN2022.07 | 1.19 | 0.77 | 0.08 | |
| LaneRCNN2024.10 | 1.19 | 0.77 | 0.08 | |
| QCNettracking=w/o tracking, fine-tuning=true2026.02 | 1.24 | 0.79 | 0.12 | |
| HOME2022.07 | 1.28 | — | 0.07 | |
| DenseTNT-MRImplementation Source=reproduced results using the official implementation2022.07 | 1.28 | 0.82 | 0.07 | |
| TNT2024.10 | 1.29 | 0.73 | 0.09 | |
| QCNettracking=w/o tracking2026.02 | 3.05 | 1.99 | 0.37 | |
| PRIME2022.07 | — | — | 0.08 |