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Models/OpNet

OpNet

Reported on 18 benchmarks across 3 tasks · 1 paper · 15 SOTA

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

Computer Vision6 results

Pose EstimationonAFLW2000
Geodesic Error (GE)· uses extra data· 2024-07-07
5.23
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
Pose EstimationonAFLW2000
MAE· uses extra data· 2024-07-07
3.15
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
Pose EstimationonBIWI
Geodesic Error (GE)· uses extra data· 2024-07-07
7.01
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
Pose EstimationonBIWI
Geodesic Error - aligned (GE)· uses extra data· 2024-07-07
4.72
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
Pose EstimationonBIWI
MAE-aligned (trained with other data)· uses extra data· 2024-07-07
2.65
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
Pose EstimationonBIWI
MAE (trained with other data)· uses extra data· 2024-07-07
3.57
best: 2.75 (TRG (w/ 300WLP))
On the power of data augmentation for head pose estimation arXiv:2407.05357

Methodology6 results

3DonAFLW2000
Geodesic Error (GE)· uses extra data· 2024-07-07
5.23
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
3DonAFLW2000
MAE· uses extra data· 2024-07-07
3.15
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
3DonBIWI
Geodesic Error (GE)· uses extra data· 2024-07-07
7.01
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
3DonBIWI
Geodesic Error - aligned (GE)· uses extra data· 2024-07-07
4.72
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
3DonBIWI
MAE-aligned (trained with other data)· uses extra data· 2024-07-07
2.65
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
3DonBIWI
MAE (trained with other data)· uses extra data· 2024-07-07
3.57
best: 2.75 (TRG (w/ 300WLP))
On the power of data augmentation for head pose estimation arXiv:2407.05357

Audio6 results

1 Image, 2*2 StitchionAFLW2000
Geodesic Error (GE)· uses extra data· 2024-07-07
5.23
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
1 Image, 2*2 StitchionAFLW2000
MAE· uses extra data· 2024-07-07
3.15
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
1 Image, 2*2 StitchionBIWI
Geodesic Error (GE)· uses extra data· 2024-07-07
7.01
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
1 Image, 2*2 StitchionBIWI
Geodesic Error - aligned (GE)· uses extra data· 2024-07-07
4.72
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
1 Image, 2*2 StitchionBIWI
MAE-aligned (trained with other data)· uses extra data· 2024-07-07
2.65
SOTA
On the power of data augmentation for head pose estimation arXiv:2407.05357
1 Image, 2*2 StitchionBIWI
MAE (trained with other data)· uses extra data· 2024-07-07
3.57
best: 2.75 (TRG (w/ 300WLP))
On the power of data augmentation for head pose estimation arXiv:2407.05357