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3D Human Motion Prediction on CMU Mocap (test)

9.35MPJPE - Basketball - 80ms

AuxFormer

Updated 4d ago

Evaluation Results

Method	Links
AuxFormer 2023.08		9.35	17.06	35.46	45.5	80.77	2.62	4.79	10.57	14.2	48.19	12.79	25.52	53.37	67.28	124.34	9.98	15.78	25.31	28.81	41.64	10.01	18.21	36.31	45.79	95.98	5.76	9.16	15.69	18.8	34.81	4.69	9.39	21.87	28.83	72.9	7.54	13.78	27.95	35.39	76.32
PGBIG 2023.08		9.53	17.53	35.32	44.23	84.14	2.71	4.88	10.77	14.63	50.19	13.93	27.78	55.8	69.01	125.6	12.69	23.18	38.31	42.24	51.71	11.09	20.62	39.48	48.72	99.98	6.23	10.34	16.84	19.76	33.92	4.63	9.16	20.87	27.34	65.69	8.2	15.41	30.13	37.27	76.69
SPGSN 2023.08		10.24	18.54	38.22	48.68	89.58	2.91	5.25	11.31	15.01	47.31	14.93	28.16	56.72	71.16	125.2	10.75	16.67	26.07	30.08	52.92	10.86	18.99	35.05	45.16	99.51	6.32	10.21	16.34	20.19	34.83	4.86	9.44	21.5	28.37	65.08	8.3	14.8	28.64	36.96	77.82
MSR-GCN 2023.08		10.28	18.94	37.68	47.03	86.96	3.03	5.68	12.35	16.26	47.91	14.99	28.66	55.86	69.05	124.79	12.84	20.42	30.58	34.42	48.03	10.92	19.5	37.05	46.38	99.32	6.31	10.3	17.64	21.12	39.7	5.49	11.07	25.05	32.51	71.3	8.72	15.83	30.57	38.1	79.01
Traj-GCN 2023.08		11.68	21.26	40.99	50.78	97.99	3.33	6.25	13.58	17.98	54	17.18	32.37	60.12	72.55	127.41	14.53	24.2	37.44	41.1	51.73	13.33	24	43.77	53.2	108.26	6.62	10.74	17.4	20.35	34.41	5.96	11.62	24.77	31.63	66.85	9.94	18.02	33.55	40.95	81.85
STSGCN 2023.08		12.56	23.04	41.92	50.33	94.17	4.72	6.69	14.53	17.88	49.52	17.52	31.48	58.74	72.06	127.4	16.7	27.58	36.15	36.42	55.34	13.49	25.24	39.87	51.58	109.63	7.18	10.99	17.84	22.61	44.12	6.79	12.1	24.92	36.66	69.48	10.8	18.19	31.18	41.05	81.76
Res-sup. 2023.08		15.45	26.88	43.51	49.23	88.73	20.17	32.98	42.75	44.65	60.57	26.85	48.07	93.5	108.9	162.84	25.76	48.91	88.19	100.8	158.19	17.75	31.3	52.55	61.4	107.37	44.35	76.66	126.83	151.43	194.33	22.84	44.71	86.78	104.68	202.73	24.74	44.21	76.3	88.73	139.3
DMGNN 2023.08		15.57	28.72	59.01	73.05	138.62	5.03	9.28	20.21	26.23	52.04	31.97	54.32	96.66	119.92	224.63	17.42	26.82	38.27	40.08	46.4	14.86	25.29	52.21	65.42	111.9	9.57	15.53	26.03	30.37	67.01	7.93	14.68	33.34	44.24	82.84	14.07	24.44	45.9	55.45	104.33