← Multi-Hypotheses 3D Human Pose Estimation
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AH36M

아카이브 평가 10건 · 마지막 적재/변경

평가 기록

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원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
MHEntropy (3D)
Best-Hypothesis PMPJPE (n = 25)
50.6
H36M PMPJPE (n = 25)
36.8
Most-Likely Hypothesis PMPJPE (n = 1)
-
H36M PMPJPE (n = 1)
-
Best-Hypothesis MPJPE (n = 25)
-
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape Recovery
2023-01-01
코드 1
ProHMR
Best-Hypothesis PMPJPE (n = 25)
60.1
H36M PMPJPE (n = 25)
36.8
Most-Likely Hypothesis PMPJPE (n = 1)
67.3
H36M PMPJPE (n = 1)
41.2
Best-Hypothesis MPJPE (n = 25)
-
Probabilistic Modeling for Human Mesh Recovery
2021-08-26
코드 1
3D Multi-bodies
Best-Hypothesis PMPJPE (n = 25)
64.2
H36M PMPJPE (n = 25)
42.2
Most-Likely Hypothesis PMPJPE (n = 1)
67.8
H36M PMPJPE (n = 1)
41.6
Best-Hypothesis MPJPE (n = 25)
90.0
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data
2020-11-02
연결 없음
MHEntropy (2D Vis)
Best-Hypothesis PMPJPE (n = 25)
66.4
H36M PMPJPE (n = 25)
51.3
Most-Likely Hypothesis PMPJPE (n = 1)
-
H36M PMPJPE (n = 1)
-
Best-Hypothesis MPJPE (n = 25)
-
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape Recovery
2023-01-01
코드 1
SMPL-MDN (by 3D Multi-bodies)
Best-Hypothesis PMPJPE (n = 25)
69.5
H36M PMPJPE (n = 25)
42.7
Most-Likely Hypothesis PMPJPE (n = 1)
74.7
H36M PMPJPE (n = 1)
44.8
Best-Hypothesis MPJPE (n = 25)
91.5
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network
2019-04-11
코드 1 · 코드 2
SMPL-CVAE
Best-Hypothesis PMPJPE (n = 25)
75.1
H36M PMPJPE (n = 25)
46.2
Most-Likely Hypothesis PMPJPE (n = 1)
76.5
H36M PMPJPE (n = 1)
46.7
Best-Hypothesis MPJPE (n = 25)
109.7
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data
2020-11-02
연결 없음
ProHMR (2D Vis, by MHEntropy)
Best-Hypothesis PMPJPE (n = 25)
82.6
H36M PMPJPE (n = 25)
64.3
Most-Likely Hypothesis PMPJPE (n = 1)
-
H36M PMPJPE (n = 1)
-
Best-Hypothesis MPJPE (n = 25)
-
Probabilistic Modeling for Human Mesh Recovery
2021-08-26
코드 1
HMR (2D Vis, by MHEntropy)
Best-Hypothesis PMPJPE (n = 25)
85.2
H36M PMPJPE (n = 25)
67.4
Most-Likely Hypothesis PMPJPE (n = 1)
85.2
H36M PMPJPE (n = 1)
67.4
Best-Hypothesis MPJPE (n = 25)
-
End-to-end Recovery of Human Shape and Pose
2017-12-18
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10
HMR
Best-Hypothesis PMPJPE (n = 25)
-
H36M PMPJPE (n = 25)
56.8
Most-Likely Hypothesis PMPJPE (n = 1)
-
H36M PMPJPE (n = 1)
56.8
Best-Hypothesis MPJPE (n = 25)
-
End-to-end Recovery of Human Shape and Pose
2017-12-18
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10
HuManiFlow
Best-Hypothesis PMPJPE (n = 25)
-
H36M PMPJPE (n = 25)
-
Most-Likely Hypothesis PMPJPE (n = 1)
-
H36M PMPJPE (n = 1)
-
Best-Hypothesis MPJPE (n = 25)
-
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation
2023-05-11
코드 1