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3D Human Mesh Recovery on Human3.6M (test)

21.04PA-MPJPE

CLIFFb + KITRO

Updated 4d ago

Evaluation Results

Method
CLIFFb + KITRO 2024.05	21.04	34.5	-	-	-	-
GenHMR 2024.12	22.4	33.5	-	-	-	-
Group Preference Alignment Framework 2026.02	22.8	33.2	-	-	-	42
Group Preference Alignment Framework 2026.02	23.2	34	-	-	-	42.4
Group Preference Alignment Framework 2026.02	23.5	34.3	-	-	-	43.2
Group Preference Alignment Framework 2026.02	23.9	35	-	-	-	43.8
ADHMR 2026.02	24.8	36.9	-	-	-	45.9
CLIFFb + CLIFFr 2024.05	25.88	42.79	-	-	-	-
ScoreHypo 2026.02	26	38.4	-	-	-	47.5
Group Preference Alignment Framework 2026.02	26.9	39	-	-	-	49.2
Group Preference Alignment Framework 2026.02	27.2	39.6	-	-	-	49.5
CLIFFb + SMPLify 2024.05	28.07	45.19	-	-	-	-
ADHMR 2026.02	28.4	41.8	-	-	-	52.1
ScoreHypo 2026.02	29	42.4	-	-	-	52.5
GTRS 2021.11	30.4	50.3	-	-	-	-
Zolly 2023.03	32.3	49.4	-	-	-	-
Zolly 2026.02	32.3	49.4	-	-	-	-
HMDiff 2026.02	32.4	49.3	-	-	-	-
CLIFF 2023.03	32.7	47.1	-	-	-	-
CLIFF 2024.12	32.7	47.1	-	-	-	-
FeatER 2024.05	32.8	49.9	-	-	-	-
PointHMR 2024.05	32.9	48.3	-	-	-	-
RemoCap 2024.05	33.4	52.8	-	-	-	-
RemoCap 2024.05	33.4	52.8	-	-	-	-
HMR2.0 2024.12	33.6	44.8	-	-	-	-
HMR 2.0 2026.02	33.6	44.8	-	-	-	-
FastMETRO 2023.03	33.7	52.2	-	-	-	-
Fastmetro 2024.05	33.7	52.2	-	-	-	-
FastMETRO 2024.12	33.7	52.2	-	-	-	-
Zolly 2023.03	34.2	52.7	-	-	-	-
MeshGraphormer 2021.11	34.5	51.2	-	-	-	-
HybrIK 2023.03	34.5	54.4	-	-	-	-
Graphormer 2023.03	34.5	51.2	-	-	-	-
Graphormer 2024.05	34.5	51.2	-	-	-	-
HybrIK 2026.02	34.5	54.4	-	-	-	65.7
Pose2Mesh 2021.11	34.6	65.1	-	-	-	-
Zolly^P 2023.03	34.7	54	-	-	-	-
POTTER 2023.03	35.1	56.5	-	-	-	-
CLIFF 2023.03	35.1	50.5	-	-	-	-
Potter 2024.05	35.1	56.5	-	-	-	-
POTTER 2026.02	35.1	56.5	-	-	-	-
Pose2Mesh 2024.05	35.3	51.1	-	-	-	-
HMRMamba-L 2026.01	35.7	49.3	-	3.1	59.2	-
HMRMamba-L 2026.01	35.7	49.3	-	3.1	-	-
HMRMamba-S 2026.01	36	51.2	-	3.1	60.2	-
HMRMamba-S 2026.01	36	51.2	-	3.1	-	-
Baseline 2021.11	36.1	67.7	-	-	-	-
CLIFFb 2024.05	36.16	55.18	-	-	-	-
HybrIK* 2023.03	36.2	57.3	-	-	-	-
TokenHMR 2024.12	36.3	48.4	-	-	-	-
ARTS 2024.10	36.6	51.6	-	3.1	-	-
ARTS 2026.01	36.6	51.6	-	3.1	60.2	-
ARTS 2026.01	36.6	51.6	-	3.1	-	-
METRO 2021.11	36.7	54	-	-	-	-
METRO 2023.03	36.7	54	-	-	-	-
METRO 2024.05	36.7	54	-	-	-	-
HMRMamba-S(vanilla) 2026.01	36.8	52.2	-	3.2	60.9	-
ProHMR 2026.02	36.8	-	-	-	-	-
FastMETRO-L 2023.03	37.3	53.9	-	-	-	-
FastMETRO 2023.03	37.3	53.9	-	-	-	-
PMCE 2024.10	37.7	53.5	-	3.1	-	-
PMCE 2026.01	37.7	53.5	-	3.1	61.3	-
PMCE 2026.01	37.7	53.5	-	3.1	-	-
MAED 2024.05	38.7	56.4	-	-	-	-
MEAD 2024.10	38.7	56.4	-	-	-	-
MEAD 2026.01	38.7	56.4	-	-	-	-
FastMETRO-S 2023.03	39.4	57.7	-	-	-	-
DSR 2023.03	40.3	60.9	-	-	-	-
PyMAF 2021.11	40.5	57.7	-	-	-	-
PyMAF 2023.03	40.5	57.7	-	-	-	-
PyMAF 2023.03	40.5	57.7	-	-	-	-
Pymaf-X 2024.05	40.5	57.7	-	-	-	-
PyMaf 2026.02	40.5	57.7	-	-	-	-
SPIN 2021.11	41.1	-	-	-	-	-
TCMR 2021.11	41.1	62.3	-	-	-	-
SPIN 2023.03	41.1	62.5	-	-	-	-
I2LMeshNet 2023.03	41.1	55.7	-	-	-	-
SPIN 2023.03	41.1	62.5	-	-	-	-
TCMR 2024.05	41.1	62.3	-	-	-	-
ProHMR 2023.03	41.2	-	-	-	-	-
UNSPAT 2024.10	41.3	58.3	-	3.8	-	-
UNSPAT 2026.01	41.3	58.3	-	3.8	-	-
VIBE 2021.11	41.4	65.6	-	-	-	-
VIBE 2023.03	41.4	65.6	-	-	-	-
VIBE 2024.05	41.4	65.6	-	-	-	-
3D Multibodies 2024.12	42.2	58.2	-	-	-	-
3D Multibodies 2026.02	42.2	58.2	-	-	-	-
TCFormer 2023.03	42.8	62.9	-	-	-	-
RemoCap 2024.05	45.2	64	-	-	-	-
GTRS 2021.11	45.4	64.3	-	-	-	-
GTRS 2023.03	45.4	64.3	-	-	-	-
Bi-CF 2024.10	46.1	63.9	-	3.1	-	-
Bi-CF 2026.01	46.1	63.9	-	3.1	-	-
GLOT 2024.05	46.3	67	-	-	-	-
GLOT 2024.05	46.3	67	-	-	-	-
GLOT 2024.10	46.3	67	-	3.6	-	-
GLoT 2026.01	46.3	67	-	3.6	-	-
Pose2Mesh 2021.11	47	64.9	-	-	-	-
MPS-Net 2024.05	47.4	69.4	-	-	-	-
MPS-Net 2024.05	47.4	69.4	-	-	-	-

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