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Models/TRG

TRG

Reported on 15 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Computer Vision5 results

Pose EstimationonARKitFace
MAE(val)· 2024-07-19
0.92
best: 0.91 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
Pose EstimationonARKitFace
MAE_t· 2024-07-19
3.64
best: 3.62 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
Pose EstimationonBIWI
MAE (trained with other data)· 2024-07-19
2.89
best: 2.75 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
Pose EstimationonBIWI
MAE_t· 2024-07-19
14.31
best: 12.97 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
Pose EstimationonBIWI
Geodesic Error - aligned (GE)· 2024-07-19
5.35
best: 4.72 (OpNet)
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136

Methodology5 results

3DonARKitFace
MAE(val)· 2024-07-19
0.92
best: 0.91 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
3DonARKitFace
MAE_t· 2024-07-19
3.64
best: 3.62 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
3DonBIWI
MAE (trained with other data)· 2024-07-19
2.89
best: 2.75 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
3DonBIWI
MAE_t· 2024-07-19
14.31
best: 12.97 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
3DonBIWI
Geodesic Error - aligned (GE)· 2024-07-19
5.35
best: 4.72 (OpNet)
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136

Audio5 results

1 Image, 2*2 StitchionARKitFace
MAE(val)· 2024-07-19
0.92
best: 0.91 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
1 Image, 2*2 StitchionARKitFace
MAE_t· 2024-07-19
3.64
best: 3.62 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
1 Image, 2*2 StitchionBIWI
MAE (trained with other data)· 2024-07-19
2.89
best: 2.75 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
1 Image, 2*2 StitchionBIWI
MAE_t· 2024-07-19
14.31
best: 12.97 (TRG (w/ 300WLP))
SOTA
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136
1 Image, 2*2 StitchionBIWI
Geodesic Error - aligned (GE)· 2024-07-19
5.35
best: 4.72 (OpNet)
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry arXiv:2407.14136