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ResearchFormerly WizWand

Trajectory Prediction on ETH/UCY Domain Adaptation FDE (test)

0.57Displacement Error (A->B)SingularTrajectory

Updated 8mo ago

Evaluation results

Method	Links
SingularTrajectory2024.03		0.57	—	—	1.19	1.08	0.81	1.16	1.17	0.97	0.73	1.36	0.62	1.11	0.79	1.22	0.52	1.18	0.73	1.07	0.43	1.15	0.94	0.94
Adaptive2024.03		0.69	—	—	1.34	1.12	0.91	1.85	1.27	1.05	0.76	2.26	0.92	1.03	0.94	2.23	1.02	1.17	1	2.07	0.63	1.19	0.94	1.22
EigenTrajectory2024.03		0.76	—	—	1.43	1.56	0.96	2.1	1.38	1.07	0.86	2.01	0.64	1.1	0.82	2.42	1.03	1.36	0.97	2.04	0.51	1.29	1.11	1.27
K02024.03		0.94	—	—	1.72	1.51	1.29	1.81	1.33	1.02	0.75	2.17	0.91	0.94	0.81	2.18	0.98	1.2	1.03	2.12	0.68	1.22	1.03	1.28
T-GNN2024.03		2.18	—	—	2.25	1.78	1.84	4.15	1.82	4.04	2.53	1.91	1.12	1.3	0.87	1.92	1.46	1.25	0.65	1.86	1.45	1.28	0.72	1.82
MID2024.03		2.42	—	—	2.77	3.22	2.77	2.34	1.66	1.87	1.44	3.13	1.28	1.74	1.24	2.73	1.49	1.67	1.54	2.87	1.41	1.88	1.93	2.07
STGCNN2024.03		3.24	—	—	2.86	2.53	2.43	5.16	2.51	4.86	2.88	2.3	1.34	1.74	1.1	2.21	1.99	1.41	0.88	2.1	2.05	1.47	1.01	2.3
PECNet2024.03		3.33	—	—	2.83	2.53	2.45	5.23	2.48	4.9	2.86	2.22	1.32	1.68	1.12	2.2	2.05	1.52	0.88	2.1	1.84	1.45	0.98	2.29
AgentFormer2024.03		3.6	—	—	3.54	4.52	3.95	3.76	3.67	5.17	3.42	3.77	3.49	4.12	3.76	3.88	3.75	4.27	3.61	3.82	3.55	3.74	4.32	3.89