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Models/PISEP^2 (L2)

PISEP^2 (L2)

Reported on 16 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Computer Vision8 results

3D Human Pose EstimationonGaming 3D (G3D)
MAE· 2019-09-04
1.4038
best: 1.1101 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
3D Human Pose EstimationonGaming 3D (G3D)
MSE· 2019-09-04
0.1434
best: 0.1199 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
3D Human Pose EstimationonFiltered NTU RGB+D
MAE· 2019-09-04
1.4063
best: 1.1651 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
3D Human Pose EstimationonFiltered NTU RGB+D
MSE· 2019-09-04
0.1354
best: 0.121 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
Pose EstimationonGaming 3D (G3D)
MAE· 2019-09-04
1.4038
best: 1.1101 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
Pose EstimationonGaming 3D (G3D)
MSE· 2019-09-04
0.1434
best: 0.1199 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
Pose EstimationonFiltered NTU RGB+D
MAE· 2019-09-04
1.4063
best: 1.1651 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
Pose EstimationonFiltered NTU RGB+D
MSE· 2019-09-04
0.1354
best: 0.121 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818

Methodology4 results

3DonGaming 3D (G3D)
MAE· 2019-09-04
1.4038
best: 1.1101 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
3DonGaming 3D (G3D)
MSE· 2019-09-04
0.1434
best: 0.1199 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
3DonFiltered NTU RGB+D
MAE· 2019-09-04
1.4063
best: 1.1651 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
3DonFiltered NTU RGB+D
MSE· 2019-09-04
0.1354
best: 0.121 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818

Audio4 results

1 Image, 2*2 StitchionGaming 3D (G3D)
MAE· 2019-09-04
1.4038
best: 1.1101 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
1 Image, 2*2 StitchionGaming 3D (G3D)
MSE· 2019-09-04
0.1434
best: 0.1199 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
1 Image, 2*2 StitchionFiltered NTU RGB+D
MAE· 2019-09-04
1.4063
best: 1.1651 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818
1 Image, 2*2 StitchionFiltered NTU RGB+D
MSE· 2019-09-04
0.1354
best: 0.121 (PISEP^2 (L1 norm))
SOTA
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction arXiv:1909.01818