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Models/HP-GAN

HP-GAN

Reported on 24 benchmarks across 3 tasks · 1 paper · 21 SOTA

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

Computer Vision8 results

Pose EstimationonHuman3.6M
ADE· 2017-11-27
858
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
Pose EstimationonHuman3.6M
APD· 2017-11-27
7214
best: 19466 (TCD)
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
Pose EstimationonHuman3.6M
FDE· 2017-11-27
867
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
Pose EstimationonHuman3.6M
MMADE· 2017-11-27
847
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
Pose EstimationonHuman3.6M
MMFDE· 2017-11-27
858
best: 883 (MT-VAE)
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
Pose EstimationonHumanEva-I
ADE@2000ms· 2017-11-27
772
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
Pose EstimationonHumanEva-I
FDE@2000ms· 2017-11-27
749
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
Pose EstimationonHumanEva-I
APD@2000ms· 2017-11-27
1139
best: 6764 (TCD)
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561

Methodology8 results

3DonHuman3.6M
ADE· 2017-11-27
858
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
3DonHuman3.6M
APD· 2017-11-27
7214
best: 19466 (TCD)
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
3DonHuman3.6M
FDE· 2017-11-27
867
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
3DonHuman3.6M
MMADE· 2017-11-27
847
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
3DonHuman3.6M
MMFDE· 2017-11-27
858
best: 883 (MT-VAE)
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
3DonHumanEva-I
ADE@2000ms· 2017-11-27
772
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
3DonHumanEva-I
FDE@2000ms· 2017-11-27
749
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
3DonHumanEva-I
APD@2000ms· 2017-11-27
1139
best: 6764 (TCD)
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561

Audio8 results

1 Image, 2*2 StitchionHuman3.6M
ADE· 2017-11-27
858
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
1 Image, 2*2 StitchionHuman3.6M
APD· 2017-11-27
7214
best: 19466 (TCD)
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
1 Image, 2*2 StitchionHuman3.6M
FDE· 2017-11-27
867
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
1 Image, 2*2 StitchionHuman3.6M
MMADE· 2017-11-27
847
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
1 Image, 2*2 StitchionHuman3.6M
MMFDE· 2017-11-27
858
best: 883 (MT-VAE)
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
1 Image, 2*2 StitchionHumanEva-I
ADE@2000ms· 2017-11-27
772
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
1 Image, 2*2 StitchionHumanEva-I
FDE@2000ms· 2017-11-27
749
SOTA
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561
1 Image, 2*2 StitchionHumanEva-I
APD@2000ms· 2017-11-27
1139
best: 6764 (TCD)
HP-GAN: Probabilistic 3D human motion prediction via GAN arXiv:1711.09561