Head Pose Estimation on Pointing'04 (5-fold cross val)
1.69MAE (Pitch)DLDL
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DLDLLoss=KL2016.11 | 1.69 | 3.16 | 4.64 | 91.65 | 79.57 | 73.15 | |
| ConvNet+LDDivergence=a-div2016.11 | 1.94 | 3.68 | 5.34 | 90 | 76.27 | 69 | |
| BFGS-LDLLoss=KL2016.11 | 1.99 | 4 | 5.68 | 88.78 | 74.37 | 66.42 | |
| LDL-WJ2016.11 | 2.69 | 4.24 | 6.45 | 86.24 | 73.3 | 64.27 | |
| ConvNet+LSLoss=KL2016.11 | 5.23 | 5.87 | 10.42 | 72.62 | 62.9 | 41.83 | |
| C-ConvNetDescription=softmax2016.11 | 5.28 | 6.02 | 10.56 | 73.15 | 62.9 | 42.97 | |
| R-ConvNetLoss=e-ins2016.11 | 5.77 | 6.66 | 9.04 | — | — | — | |
| R-ConvNetLoss=l12016.11 | 5.94 | 5.9 | 9.43 | — | — | — | |
| R-ConvNetLoss=l22016.11 | 6.11 | 6.61 | 10.13 | — | — | — |