Edge Accuracy on NYU-Depth V2 (test)
79.4PrecisionXu et al.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Xu et al.Threshold=>1, Joint task learning=false2018.03 | 79.4 | 40.7 | 52.5 | |
| Xu et al.Threshold=1.02019.07 | 79.4 | 40.7 | 52.5 | |
| SENet-154 (Ours)Threshold=>1, Joint task learning=false2018.03 | 75.9 | 54 | 62.3 | |
| Hu et al.Threshold=1.02019.07 | 75.9 | 54 | 62.3 | |
| SARPNThreshold=1.02019.07 | 74.9 | 55.4 | 63 | |
| Eigen and FergusThreshold=>1, Joint task learning=true2018.03 | 73.3 | 48.8 | 57.4 | |
| Laina et alThreshold=>1, Joint task learning=false2018.03 | 67 | 47.9 | 54.8 | |
| Laina et al.Threshold=1.02019.07 | 67 | 47.9 | 54.8 | |
| SENet-154 (Ours)Threshold=>0.5, Joint task learning=false2018.03 | 66.8 | 50.5 | 56.8 | |
| Hu et al.Threshold=0.52019.07 | 66.8 | 50.5 | 56.8 | |
| SARPNThreshold=0.52019.07 | 66.3 | 52.3 | 57.8 | |
| SARPNThreshold=0.252019.07 | 64.5 | 52 | 57 | |
| SENet-154 (Ours)Threshold=>0.25, Joint task learning=false2018.03 | 64.4 | 50.8 | 56.2 | |
| Hu et al.Threshold=0.252019.07 | 64.4 | 50.8 | 56.2 | |
| Xu et al.Threshold=>0.5, Joint task learning=false2018.03 | 60 | 36.6 | 43.9 | |
| Xu et al.Threshold=0.52019.07 | 60 | 36.6 | 43.9 | |
| Eigen and FergusThreshold=>0.5, Joint task learning=true2018.03 | 58.7 | 45.6 | 50.1 | |
| Eigen and FergusThreshold=>0.25, Joint task learning=true2018.03 | 54.4 | 48.1 | 50 | |
| Laina et alThreshold=>0.5, Joint task learning=false2018.03 | 53.6 | 42.2 | 46.3 | |
| Laina et al.Threshold=0.52019.07 | 53.6 | 42.2 | 46.3 | |
| Xu et al.Threshold=>0.25, Joint task learning=false2018.03 | 51.6 | 40 | 43.6 | |
| Xu et al.Threshold=0.252019.07 | 51.6 | 40 | 43.6 | |
| Laina et alThreshold=>0.25, Joint task learning=false2018.03 | 48.9 | 43.5 | 45.4 | |
| Laina et al.Threshold=0.252019.07 | 48.9 | 43.5 | 45.4 | |
| Fu et al.Threshold=>1, Joint task learning=false2018.03 | 48.3 | 51.2 | 48.5 | |
| Fu et al.Threshold=1.02019.07 | 48.3 | 51.2 | 48.5 | |
| Fu et al.Threshold=>0.25, Joint task learning=false2018.03 | 32 | 58.3 | 40.2 | |
| Fu et al.Threshold=0.252019.07 | 32 | 58.3 | 40.2 | |
| Fu et al.Threshold=>0.5, Joint task learning=false2018.03 | 31.6 | 47.3 | 41.2 | |
| Fu et al.Threshold=0.52019.07 | 31.6 | 47.3 | 41.2 |