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Models/hopenet

hopenet

Reported on 12 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 Vision4 results

Pose EstimationonBIWI
Geodesic Error (GE)· 2017-10-02
9.53
best: 7.01 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
Pose EstimationonBIWI
Geodesic Error - aligned (GE)· 2017-10-02
6.6
best: 4.72 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
Pose EstimationonBIWI
MAE (trained with other data)· 2017-10-02
4.89
best: 2.75 (TRG (w/ 300WLP))
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
Pose EstimationonBIWI
MAE-aligned (trained with other data)· 2017-10-02
3.48
best: 2.65 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925

Methodology4 results

3DonBIWI
Geodesic Error (GE)· 2017-10-02
9.53
best: 7.01 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
3DonBIWI
Geodesic Error - aligned (GE)· 2017-10-02
6.6
best: 4.72 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
3DonBIWI
MAE (trained with other data)· 2017-10-02
4.89
best: 2.75 (TRG (w/ 300WLP))
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
3DonBIWI
MAE-aligned (trained with other data)· 2017-10-02
3.48
best: 2.65 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925

Audio4 results

1 Image, 2*2 StitchionBIWI
Geodesic Error (GE)· 2017-10-02
9.53
best: 7.01 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
1 Image, 2*2 StitchionBIWI
Geodesic Error - aligned (GE)· 2017-10-02
6.6
best: 4.72 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
1 Image, 2*2 StitchionBIWI
MAE (trained with other data)· 2017-10-02
4.89
best: 2.75 (TRG (w/ 300WLP))
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925
1 Image, 2*2 StitchionBIWI
MAE-aligned (trained with other data)· 2017-10-02
3.48
best: 2.65 (OpNet)
SOTA
Fine-Grained Head Pose Estimation Without Keypoints arXiv:1710.00925