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MPI-INF-3DHP
Pose Estimation on MPI-INF-3DHP
Metric: Acceleration Error (lower is better)
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Model
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Acceleration Error
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Extra Data
Paper
Date
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Code
1
ARTS (Resnet50 L=16)
7.4
No
ARTS: Semi-Analytical Regressor using Disentangl...
2024-10-21
Code
2
GLoT
7.9
No
Global-to-Local Modeling for Video-based 3D Huma...
2023-03-26
Code
3
TCMR (T=16 w/o 3DPW)
8
No
Beyond Static Features for Temporally Consistent...
2020-11-17
Code
4
DDT
8.2
No
DiffMesh: A Motion-aware Diffusion Framework for...
2023-03-23
-
5
STR
8.4
No
Spatio-temporal Tendency Reasoning for Human Bod...
2022-10-07
-
6
TCMR (T=16 w/o H3.6M)
8.5
No
Beyond Static Features for Temporally Consistent...
2020-11-17
Code
7
MoCap-SPIN + PoseBERT
8.7
No
Leveraging MoCap Data for Human Mesh Recovery
2021-10-18
Code
8
TAR (N=9)
9.2
No
Temporal-Aware Refinement for Video-based Human ...
2023-11-16
-
9
MPS-Net (T=16)
9.6
No
Capturing Humans in Motion: Temporal-Attentive 3...
2022-03-16
-
10
DST-VIBE
11.9
No
Deep Two-Stream Video Inference for Human Body P...
2021-10-22
-
11
TAPE (T=16)
12.4
No
TAPE: Temporal Attention-based Probabilistic hum...
2023-04-29
Code
12
TePose (T=6 3DPW)
16.7
No
Live Stream Temporally Embedded 3D Human Body Po...
2022-07-25
Code
#1
ARTS (Resnet50 L=16)
SOTA
7.4
Acceleration Error
· 2024-10-21
ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from Videos
Code
#2
GLoT
SOTA
7.9
Acceleration Error
· 2023-03-26
Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation
Code
#3
TCMR (T=16 w/o 3DPW)
SOTA
8
Acceleration Error
· 2020-11-17
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video
Code
#4
DDT
8.2
Acceleration Error
· 2023-03-23
DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos
#5
STR
8.4
Acceleration Error
· 2022-10-07
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos
#6
TCMR (T=16 w/o H3.6M)
SOTA
8.5
Acceleration Error
· 2020-11-17
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video
Code
#7
MoCap-SPIN + PoseBERT
8.7
Acceleration Error
· 2021-10-18
Leveraging MoCap Data for Human Mesh Recovery
Code
#8
TAR (N=9)
9.2
Acceleration Error
· 2023-11-16
Temporal-Aware Refinement for Video-based Human Pose and Shape Recovery
#9
MPS-Net (T=16)
9.6
Acceleration Error
· 2022-03-16
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video
#10
DST-VIBE
11.9
Acceleration Error
· 2021-10-22
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation
#11
TAPE (T=16)
12.4
Acceleration Error
· 2023-04-29
TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation
Code
#12
TePose (T=6 3DPW)
16.7
Acceleration Error
· 2022-07-25
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation
Code