Keypoint Matching on Willow ObjectClass (test)
100Accuracy (face)PCA-GM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PCA-GMTrain on Pascal VOC (Pt)=false, Train on Willow (Wt)=true2020.03 | 100 | 69.8 | 78.6 | 82.4 | 95.1 | |
| PCA-GMTrain on Pascal VOC (Pt)=true, Train on Willow (Wt)=true2020.03 | 100 | 76.7 | 84 | 93.5 | 96.9 | |
| CIETrain on Pascal VOC (Pt)=true, Train on Willow (Wt)=true2020.03 | 100 | 90 | 82.2 | 81.2 | 97.6 | |
| GLMNetTrain on Pascal VOC (Pt)=true, Train on Willow (Wt)=true2020.03 | 100 | 89.7 | 93.6 | 85.4 | 93.4 | |
| DGMC*Train on Pascal VOC (Pt)=true, Train on Willow (Wt)=false2020.03 | 100 | 98.5 | 98.3 | 90.2 | 98.1 | |
| DGMC*Train on Pascal VOC (Pt)=true, Train on Willow (Wt)=true2020.03 | 100 | 98.8 | 96.5 | 93.2 | 99.9 | |
| BB-GMTrain on Pascal VOC (Pt)=false, Train on Willow (Wt)=true2020.03 | 100 | 95.8 | 89.1 | 89.8 | 97.9 | |
| BB-GMTrain on Pascal VOC (Pt)=true, Train on Willow (Wt)=false2020.03 | 100 | 99.2 | 96.9 | 89 | 98.8 | |
| BB-GMTrain on Pascal VOC (Pt)=true, Train on Willow (Wt)=true2020.03 | 100 | 98.9 | 95.7 | 93.1 | 99.1 | |
| CIETrain on Pascal VOC (Pt)=true, Train on Willow (Wt)=false2020.03 | 99.9 | 71.5 | 75.4 | 73.2 | 97.6 | |
| GMN-PLTrain on Pascal VOC (Pt)=true, Train on Willow (Wt)=true2020.03 | 99.3 | 71.4 | 74.3 | 82.8 | 76.7 | |
| NGMTrain on Pascal VOC (Pt)=false, Train on Willow (Wt)=true2020.03 | 99.2 | 82.1 | 84.1 | 77.4 | 93.5 | |
| DGMC*Train on Pascal VOC (Pt)=false, Train on Willow (Wt)=true2020.03 | 98.6 | 69.8 | 84.6 | 76.8 | 90.7 | |
| GMN-PLTrain on Pascal VOC (Pt)=false, Train on Willow (Wt)=true2020.03 | 98.1 | 65 | 72.9 | 74.3 | 70.5 | |
| HARG-SSVMTrain on Pascal VOC (Pt)=false, Train on Willow (Wt)=true2020.03 | 91.2 | 44.4 | 58.4 | 55.2 | 66.6 |