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Models/MNN

MNN

Reported on 12 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision4 results

Pose Estimationon300W (Full)
MAE mean (º)· 2020-12-22
1.56
best: 1.29 (SPIGA)
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
Pose EstimationonAFLW2000
MAE· 2020-12-22
3.83
best: 3.15 (OpNet)
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
Pose EstimationonAFLW
MAE· 2020-12-22
3.22
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
Pose EstimationonBIWI
MAE (trained with other data)· 2020-12-22
3.66
best: 2.75 (TRG (w/ 300WLP))
Multi-task head pose estimation in-the-wild arXiv:2202.02299

Methodology4 results

3Don300W (Full)
MAE mean (º)· 2020-12-22
1.56
best: 1.29 (SPIGA)
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
3DonAFLW2000
MAE· 2020-12-22
3.83
best: 3.15 (OpNet)
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
3DonAFLW
MAE· 2020-12-22
3.22
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
3DonBIWI
MAE (trained with other data)· 2020-12-22
3.66
best: 2.75 (TRG (w/ 300WLP))
Multi-task head pose estimation in-the-wild arXiv:2202.02299

Audio4 results

1 Image, 2*2 Stitchion300W (Full)
MAE mean (º)· 2020-12-22
1.56
best: 1.29 (SPIGA)
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
1 Image, 2*2 StitchionAFLW2000
MAE· 2020-12-22
3.83
best: 3.15 (OpNet)
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
1 Image, 2*2 StitchionAFLW
MAE· 2020-12-22
3.22
SOTA
Multi-task head pose estimation in-the-wild arXiv:2202.02299
1 Image, 2*2 StitchionBIWI
MAE (trained with other data)· 2020-12-22
3.66
best: 2.75 (TRG (w/ 300WLP))
Multi-task head pose estimation in-the-wild arXiv:2202.02299