3D Human Pose Estimation on Human3.6M GT 2D pose sequences (test) benchmark leaderboard · SOTA2 Research

3D Human Pose Estimation on Human3.6M GT 2D pose sequences (test)

15.9MPJPE (Dire.)MotionBERT (DSTformer)

Evaluation Results

Method	Links
MotionBERT (DSTformer)2022.10		15.9	17.3	16.9	14.6	16.8	18.6	18.6	18.4	22	21.8	17.3	16.9	16.1	10.5	11.4	16.9
MotionBERT (DSTformer)2022.10		16.7	19.9	17.1	16.5	17.4	18.8	19.3	20.5	24	22.1	18.6	16.8	16.7	10.8	11.5	17.8
DiffPose2024.03		18.6	19.3	18	18.4	18.3	21.5	21.5	19.1	23.6	—	18.6	18.8	—	12.8	—	18.9
D3DP2024.03		18.7	18.2	18.4	17.8	18.6	20.9	20.2	17.7	23.8	—	18.5	17.4	—	13.1	—	18.4
KTPFormer2024.03		18.8	17.4	18.1	17.7	18.3	20.6	20.8	18.3	23.3	—	19.6	17.7	—	13.5	—	18.1
KTPFormer2024.03		19.6	18.6	18.5	18.1	18.7	22.1	20.8	18.3	22.8	—	18.8	18.1	—	12.4	—	19
GLA-GCN2024.03		20.1	21.2	20	19.6	21.5	26.7	23.3	19.8	27	—	20.8	20.1	—	12.8	—	21
STCFormer2024.03		21.4	22.6	21	21.3	23.8	26	24.2	20	28.9	—	22.3	21.4	—	14.2	—	22
MixSTE2022.10		21.6	22	20.4	21	20.8	24.3	24.7	21.9	26.9	24.9	21.2	21.5	20.8	14.7	15.6	21.6
MixSTE2024.03		21.6	22	20.4	21	20.8	24.3	24.7	21.9	26.9	—	21.2	21.5	—	14.7	—	21.6
DUE2024.03		22.1	23.1	20.1	22.7	21.3	24.1	23.6	21.6	26.3	—	21.7	21.4	—	16.7	—	22
KTPFormer2024.03		22.5	22.4	21.3	21.4	21.2	25.5	24.2	22.4	24.4	—	22.7	21.4	—	16.3	—	22.2
UGCN2022.10		23	25.7	22.8	22.6	24.1	30.6	24.9	24.5	31.1	35	25.6	24.3	25.1	19.8	18.4	25.6
UGCN2024.03		23	25.7	22.8	22.6	24.1	30.6	24.9	24.5	31.1	—	25.6	24.3	—	19.8	—	25.6
MixSTE2024.03		25.6	27.8	24.5	25.7	24.9	29.9	28.6	27.4	29.9	—	26.1	25	—	18.7	—	25.9
STCFormer2024.03		26.2	26.5	23.4	24.6	25	28.6	28.3	24.6	30.9	—	25.7	25.3	—	18.6	—	25.7
StridedFormer2024.03		27.1	29.4	26.5	27.1	28.6	33	30.7	26.8	38.2	—	29.1	29.8	—	19.1	—	28.5
MHFormer2022.10		27.7	32.1	29.1	28.9	30	33.9	33	31.2	37	39.3	30	31	29.4	22.2	23	30.5
MHFormer2024.03		27.7	32.1	29.1	28.9	30	33.9	33	31.2	37	—	30	31	—	22.2	—	30.5
P-STMO2022.10		28.5	30.1	28.6	27.9	29.8	33.2	31.3	27.8	36	37.4	29.7	29.5	28.1	21	21	29.3
P-STMO2024.03		28.5	30.1	28.6	27.9	29.8	33.2	31.3	27.8	36	—	29.7	29.5	—	21	—	29.3
PoseFormer2022.10		30	33.6	29.9	31	30.2	33.3	34.8	31.4	37.8	38.6	31.7	31.5	29	23.3	23.1	31.3
PoseFormer2024.03		30	33.6	29.9	31	30.2	33.3	34.8	31.4	37.8	—	31.7	31.5	—	23.3	—	31.3
GraFormer2024.03		32	38	30.4	34.4	34.7	43.3	35.2	31.4	38	—	34.2	35.7	—	27.4	—	35.2
POT2024.03		32.9	38.3	28.3	33.8	34.9	38.7	37.2	30.7	34.5	—	33.9	34.7	—	26.1	—	33.8
Xu et al.2022.10		35.8	38.1	31	35.3	35.8	43.2	37.3	31.7	38.4	45.5	35.4	36.7	36.8	27.9	30.7	35.8
LCN2022.10		36.3	38.8	29.7	37.8	34.6	42.5	39.8	32.5	36.2	39.5	34.4	38.4	38.2	31.3	34.2	36.3
PoseGTAC2024.03		37.2	42.2	32.6	38.6	38	44	40.7	35.2	41	—	38.2	39.5	—	29.8	—	38.2
Martinez et al.2022.10		37.7	44.4	40.3	42.1	48.2	54.9	44.4	42.1	54.6	58	45.1	46.4	47.6	36.4	40.4	45.5