Pose Estimation on Pascal3D+ chair (test)
16.8Median Angular Error (°)ABC-X
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ABC-XDim (R^N)=642021.03 | 16.8 | 74 | 27 | 45 | |
| ABCDim (R^N)=642021.03 | 22.1 | 60 | 17 | 33 | |
| Liao et al. + ABC SXBaseline=Liao et al., Module=ABC SX2021.03 | 26 | 55 | — | — | |
| Liao et al. + ABC SBaseline=Liao et al., Module=ABC S2021.03 | 28.1 | 52 | — | — | |
| Liao et al.Source=[28]2021.03 | 30.8 | 49 | — | — | |
| ResNet-IntermediateDim (R^N)=16,3842021.03 | 47.7 | 37 | 8 | 15 | |
| Set supervision w/ TCC lossDim (R^N)=642021.03 | 58.3 | 40 | 9 | 16 | |
| ML-VAEDim (R^N)=322021.03 | 80.6 | 19 | 3 | 7 | |
| ResNetDim (R^N)=20482021.03 | 80.7 | 19 | 4 | 7 | |
| CCVAEDim (R^N)=2562021.03 | 81.5 | 18 | 4 | 7 | |
| Augmentation aloneDim (R^N)=642021.03 | 84.4 | 21 | 4 | 9 | |
| LORDDim (R^N)=1282021.03 | 89.8 | 15 | 3 | 5 |