3D Human Pose Estimation on JTA (test) benchmark leaderboard · SOTA2 Research

3D Human Pose Estimation on JTA (test)

99.96F1 Score @ 0.4mGT Volumetric Heatmaps

Evaluation Results

Method
GT Volumetric Heatmaps2020.04	99.96	99.96	99.96	99.99	99.99	99.99	99.99	99.99	99.99
GT Location Maps2020.04	69.59	76.07	64.83	76.07	64.83	69.59	76.07	64.83	69.59
Integrated Top-Down and Bottom-Up Network2021.04	57.22	—	—	—	—	68.51	—	—	72.86
LOCO2021.04	50.82	—	—	—	—	64.76	—	—	70.44
LoCO2020.04	50.82	55.37	47.84	70.63	60.94	64.76	76.81	66.31	70.44
LoCO2020.04	50.13	54.76	46.94	70.67	60.48	64.62	77	65.92	70.4
LoCO2020.04	45.73	49.37	43.45	66.87	59.02	62.02	73.54	65.07	68.29
LoCO2020.04	45.36	49.15	42.84	67.16	58.45	61.92	74.39	64.76	68.57
LoCO2020.04	44.76	48.1	42.73	65.63	58.58	61.24	72.44	64.84	67.7
LoCO2020.04	44.49	48.18	41.97	66.96	58.22	61.77	74.43	64.71	68.65
[40] + [30] + [42]2021.04	39.14	—	—	—	—	47.38	—	—	49.03
YOLOv3 + [19]2020.04	39.14	75.88	28.36	92.85	34.17	47.38	96.33	35.33	49.03
Uncompr. Volumetric Heatmaps2020.04	24.47	25.37	24.4	45.4	43.11	43.51	55.55	52.44	53.08
Location Maps2020.04	5.77	5.82	5.89	23.28	23.51	23.08	38.85	39.17	38.49
Location Maps2020.04	5.42	5.8	5.33	24.06	21.65	22.29	41.43	36.96	38.26