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Models/HTNet

HTNet

Reported on 20 benchmarks across 9 tasks · 2 papers · 12 SOTA

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

Computer Vision10 results

Face ReconstructiononCASME II
UAR· uses extra data· 2023-07-27
95.16
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
Face ReconstructiononCASME II
UF1· uses extra data· 2023-07-27
95.32
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
Facial Expression Recognition (FER)onCASME II
UAR· uses extra data· 2023-07-27
95.16
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
Facial Expression Recognition (FER)onCASME II
UF1· uses extra data· 2023-07-27
95.32
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
3D Face ReconstructiononCASME II
UAR· uses extra data· 2023-07-27
95.16
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
3D Face ReconstructiononCASME II
UF1· uses extra data· 2023-07-27
95.32
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2023-02-20
54.1
best: 87.7 (TCPFormer (T=81))
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2023-02-20
86.7
best: 99.37 (LMT R152 384x384)
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790
Pose EstimationonMPI-INF-3DHP
AUC· 2023-02-20
54.1
best: 87.7 (TCPFormer (T=81))
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790
Pose EstimationonMPI-INF-3DHP
PCK· 2023-02-20
86.7
best: 99.37 (LMT R152 384x384)
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790

Methodology4 results

3DonCASME II
UAR· uses extra data· 2023-07-27
95.16
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
3DonCASME II
UF1· uses extra data· 2023-07-27
95.32
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
3DonMPI-INF-3DHP
AUC· 2023-02-20
54.1
best: 87.7 (TCPFormer (T=81))
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790
3DonMPI-INF-3DHP
PCK· 2023-02-20
86.7
best: 99.37 (LMT R152 384x384)
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790

Music2 results

Facial Recognition and ModellingonCASME II
UAR· uses extra data· 2023-07-27
95.16
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
Facial Recognition and ModellingonCASME II
UF1· uses extra data· 2023-07-27
95.32
SOTA
HTNet for micro-expression recognition arXiv:2307.14637

Medical2 results

3D Face ModellingonCASME II
UAR· uses extra data· 2023-07-27
95.16
SOTA
HTNet for micro-expression recognition arXiv:2307.14637
3D Face ModellingonCASME II
UF1· uses extra data· 2023-07-27
95.32
SOTA
HTNet for micro-expression recognition arXiv:2307.14637

Audio2 results

1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2023-02-20
54.1
best: 87.7 (TCPFormer (T=81))
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2023-02-20
86.7
best: 99.37 (LMT R152 384x384)
HTNet: Human Topology Aware Network for 3D Human Pose Estimation arXiv:2302.09790