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Models/SMPLify-X

SMPLify-X

Reported on 73 benchmarks across 8 tasks · 1 paper · 73 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision52 results

ReconstructiononExpressive hands and faces dataset (EHF)
MPJPE, left hand· 2019-04-11
12.2
best: 13.5 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
MPJPE-14· 2019-04-11
87.6
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
PA V2V (mm), body only· 2019-04-11
75.4
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
PA V2V (mm), face· 2019-04-11
4.9
best: 5.8 (Hand4Whole)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
PA V2V (mm), left hand· 2019-04-11
11.6
best: 13.1 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
TR V2V (mm), body only· 2019-04-11
116.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
TR V2V (mm), face· 2019-04-11
11.5
best: 15.9 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
TR V2V (mm), left hand· 2019-04-11
23.8
best: 32.1 (FrankMocap)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
TR V2V (mm), whole body· 2019-04-11
93
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
mean P2S· 2019-04-11
36.8
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononExpressive hands and faces dataset (EHF)
median P2S· 2019-04-11
23
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
B-MPJPE· 2019-04-11
182.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
B-MVE· 2019-04-11
187
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
B-NMJE· 2019-04-11
256.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
B-NMVE· 2019-04-11
263.3
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
F-MPJPE· 2019-04-11
52.9
best: 55.2 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
F-MVE· 2019-04-11
48.9
best: 51.1 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
FB-MPJPE· 2019-04-11
231.8
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
FB-MVE· 2019-04-11
236.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
FB-NMJE· 2019-04-11
326.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
ReconstructiononAGORA
FB-NMVE· 2019-04-11
333.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
B-MPJPE· 2019-04-11
182.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
B-MVE· 2019-04-11
187
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
B-NMJE· 2019-04-11
256.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
B-NMVE· 2019-04-11
263.3
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
F-MPJPE· 2019-04-11
52.9
best: 55.2 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
F-MVE· 2019-04-11
48.9
best: 51.1 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
FB-MPJPE· 2019-04-11
231.8
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
FB-MVE· 2019-04-11
236.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
FB-NMJE· 2019-04-11
326.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Human Pose EstimationonAGORA
FB-NMVE· 2019-04-11
333.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
B-MPJPE· 2019-04-11
182.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
B-MVE· 2019-04-11
187
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
B-NMJE· 2019-04-11
256.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
B-NMVE· 2019-04-11
263.3
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
F-MPJPE· 2019-04-11
52.9
best: 55.2 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
F-MVE· 2019-04-11
48.9
best: 51.1 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
FB-MPJPE· 2019-04-11
231.8
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
FB-MVE· 2019-04-11
236.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
FB-NMJE· 2019-04-11
326.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Pose EstimationonAGORA
FB-NMVE· 2019-04-11
333.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
B-MPJPE· 2019-04-11
182.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
B-MVE· 2019-04-11
187
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
B-NMJE· 2019-04-11
256.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
B-NMVE· 2019-04-11
263.3
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
F-MPJPE· 2019-04-11
52.9
best: 55.2 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
F-MVE· 2019-04-11
48.9
best: 51.1 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
FB-MPJPE· 2019-04-11
231.8
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
FB-MVE· 2019-04-11
236.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
FB-NMJE· 2019-04-11
326.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3D Multi-Person Pose EstimationonAGORA
FB-NMVE· 2019-04-11
333.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
Multimodal Emotion RecognitiononExpressive hands and faces dataset (EHF).
v2v error· 2019-04-11
52.9
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866

Audio11 results

Emotion RecognitiononExpressive hands and faces dataset (EHF).
v2v error· 2019-04-11
52.9
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
B-MPJPE· 2019-04-11
182.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
B-MVE· 2019-04-11
187
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
B-NMJE· 2019-04-11
256.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
B-NMVE· 2019-04-11
263.3
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
F-MPJPE· 2019-04-11
52.9
best: 55.2 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
F-MVE· 2019-04-11
48.9
best: 51.1 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
FB-MPJPE· 2019-04-11
231.8
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
FB-MVE· 2019-04-11
236.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
FB-NMJE· 2019-04-11
326.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
1 Image, 2*2 StitchionAGORA
FB-NMVE· 2019-04-11
333.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866

Methodology10 results

3DonAGORA
B-MPJPE· 2019-04-11
182.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
B-MVE· 2019-04-11
187
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
B-NMJE· 2019-04-11
256.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
B-NMVE· 2019-04-11
263.3
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
F-MPJPE· 2019-04-11
52.9
best: 55.2 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
F-MVE· 2019-04-11
48.9
best: 51.1 (ExPose)
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
FB-MPJPE· 2019-04-11
231.8
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
FB-MVE· 2019-04-11
236.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
FB-NMJE· 2019-04-11
326.5
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866
3DonAGORA
FB-NMVE· 2019-04-11
333.1
SOTA
Expressive Body Capture: 3D Hands, Face, and Body from a Single Image arXiv:1904.05866