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Motion Prediction on CMU Mocap (test)

0.32MAE (Basketball) - 80ms

Sym-GNN

Updated 4d ago

Evaluation Results

Method	Links
Sym-GNN 2019.10		0.32	0.48	0.91	1.06	1.47	0.12	0.21	0.38	0.49	0.94	0.2	0.41	0.75	0.87	1.84	0.32	0.55	1.4	1.6	1.82	0.21	0.33	0.53	0.56	0.65	0.19	0.32	0.66	0.78	1.32	0.26	0.32	0.35	0.39	0.52	0.22	0.33	0.55	0.73	1.05	-	-	-	-	-	-
Sym-GNN (No recg) 2019.10		0.33	0.48	0.95	1.09	1.47	0.15	0.26	0.47	0.56	1.04	0.2	0.41	0.77	0.89	1.95	0.32	0.55	1.4	1.6	1.87	0.21	0.33	0.53	0.56	0.66	0.22	0.38	0.72	0.83	1.38	0.26	0.32	0.38	0.41	0.54	0.22	0.33	0.62	0.83	1.07	-	-	-	-	-	-
Skel-TNet 2019.10		0.35	0.63	1.04	1.14	1.78	0.24	0.4	0.69	0.8	1.07	0.22	0.44	0.78	0.9	1.88	0.35	0.53	1.28	1.49	1.85	0.38	0.48	0.57	0.62	0.71	0.24	0.41	0.69	0.79	1.44	0.33	0.41	0.45	0.48	0.73	0.31	0.46	0.79	0.96	1.37	-	-	-	-	-	-
CSM 2019.10		0.37	0.62	1.07	1.18	1.95	0.32	0.59	1.04	1.24	1.96	0.25	0.56	0.89	1	2.04	0.39	0.6	1.36	1.56	2.01	0.28	0.41	0.52	0.57	0.67	0.26	0.44	0.75	0.87	1.56	0.35	0.44	0.45	0.5	0.78	0.3	0.47	0.8	1.01	1.39	-	-	-	-	-	-
BiHMP-GAN 2019.10		0.37	0.62	1.02	1.11	1.83	0.32	0.56	1.01	1.18	1.89	0.25	0.51	0.85	0.96	1.95	0.39	0.57	1.32	1.51	1.94	0.28	0.4	0.5	0.53	0.62	0.26	0.44	0.72	0.82	1.51	0.35	0.45	0.44	0.46	0.72	0.31	0.46	0.77	0.92	1.31	-	-	-	-	-	-
Res-sup 2019.10		0.49	0.77	1.26	1.45	1.77	0.42	0.76	1.33	1.54	2.17	0.31	0.58	0.94	1.1	2.06	0.57	0.86	1.76	2.03	2.42	0.32	0.48	0.65	0.74	1	0.29	0.5	0.87	0.98	1.73	0.35	0.45	0.59	0.64	0.88	0.32	0.47	0.74	0.93	1.37	-	-	-	-	-	-
Res-uns 2019.10		0.53	0.82	1.3	1.47	1.81	0.44	0.8	1.35	1.55	2.17	0.35	0.62	0.95	1.14	2.08	0.59	0.9	1.82	2.05	2.46	0.35	0.5	0.69	0.76	1.04	0.31	0.51	0.9	1	1.77	0.36	0.47	0.62	0.65	0.93	0.33	0.47	0.75	0.95	1.4	-	-	-	-	-	-
Res. Sup. 2022.03		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	24	43	74.5	87.2	105.5	136.3
DMGNN 2022.03		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	13.6	24.1	47	58.8	77.4	112.6
LTD 2022.03		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	9.3	17.1	33	40.9	55.8	86.2
MSR 2022.03		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	8.1	15.2	30.6	38.6	53.7	83
PGBIG 2022.03		-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	7.6	14.3	29	36.6	50.9	80.1