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Models/CrossFormer

CrossFormer

Reported on 12 benchmarks across 4 tasks · 1 paper

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

Computer Vision6 results

3D Human Pose EstimationonMPI-INF-3DHP
AUC· 2022-03-24
57.5
best: 87.7 (TCPFormer (T=81))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
3D Human Pose EstimationonMPI-INF-3DHP
MPJPE· 2022-03-24
76.3
best: 124.7 (VNect (Augm.))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
3D Human Pose EstimationonMPI-INF-3DHP
PCK· 2022-03-24
89.1
best: 99.37 (LMT R152 384x384)
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
Pose EstimationonMPI-INF-3DHP
AUC· 2022-03-24
57.5
best: 87.7 (TCPFormer (T=81))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
Pose EstimationonMPI-INF-3DHP
MPJPE· 2022-03-24
76.3
best: 124.7 (VNect (Augm.))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
Pose EstimationonMPI-INF-3DHP
PCK· 2022-03-24
89.1
best: 99.37 (LMT R152 384x384)
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387

Methodology3 results

3DonMPI-INF-3DHP
AUC· 2022-03-24
57.5
best: 87.7 (TCPFormer (T=81))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
3DonMPI-INF-3DHP
MPJPE· 2022-03-24
76.3
best: 124.7 (VNect (Augm.))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
3DonMPI-INF-3DHP
PCK· 2022-03-24
89.1
best: 99.37 (LMT R152 384x384)
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387

Audio3 results

1 Image, 2*2 StitchionMPI-INF-3DHP
AUC· 2022-03-24
57.5
best: 87.7 (TCPFormer (T=81))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
1 Image, 2*2 StitchionMPI-INF-3DHP
MPJPE· 2022-03-24
76.3
best: 124.7 (VNect (Augm.))
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387
1 Image, 2*2 StitchionMPI-INF-3DHP
PCK· 2022-03-24
89.1
best: 99.37 (LMT R152 384x384)
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation arXiv:2203.13387