Landmark Detection on ISBI Challenge 2015 (test)
82.1SDR 2mm (%)BCNN
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BCNNLM=192026.05 | 82.1 | 1.53 | — | — | — | |
| LindnerLM=192026.05 | 75 | 1.67 | — | — | — | |
| Payer et al.Labeled images=150, Source=Original Paper2021.12 | 73.33 | — | 78.76 | 83.24 | 89.75 | |
| Lindner et al.Labeled images=150, Source=Original Paper2021.12 | 70.65 | 1.77 | 76.93 | 82.17 | 89.85 | |
| Urschler et al.Labeled images=150, Source=Original Paper2021.12 | 70.21 | — | 76.95 | 82.08 | 89.01 | |
| Ibragimov et al.Labeled images=150, Source=Original Paper2021.12 | 68.13 | — | 74.63 | 79.77 | 86.87 | |
| Payer et al.Labeled images=25, Source=Re-implemented2021.12 | 66.12 | 2.54 | 73.27 | 79.82 | 86.82 | |
| SCP (Ours w/ refinement)Labeled images=252021.12 | 58 | 2.06 | 68.52 | 79.13 | 90.4 | |
| Yao et al.Labeled images=25, Source=Re-implemented2021.12 | 55.83 | 2.17 | 66.65 | 76.88 | 89.13 | |
| SCP (Ours w/ refinement)Labeled images=102021.12 | 55.41 | 2.24 | 64.67 | 75.26 | 87.38 | |
| Yao et al.Labeled images=10, Source=Re-implemented2021.12 | 53.11 | 2.3 | 63.58 | 74.34 | 87.17 | |
| SCP (Ours w/ refinement)Labeled images=52021.12 | 52.25 | 2.33 | 63.05 | 73.95 | 86.27 | |
| Yao et al.Labeled images=5, Source=Re-implemented2021.12 | 49.92 | 2.44 | 60.83 | 71.76 | 85.13 | |
| Payer et al.Labeled images=10, Source=Re-implemented2021.12 | 49.49 | 6.52 | 57.91 | 65.87 | 75.07 | |
| SCP (Ours w/ refinement)Labeled images=12021.12 | 43.79 | 2.74 | 53.05 | 64.12 | 79.05 | |
| Yao et al.Labeled images=1, Source=Re-implemented2021.12 | 37.16 | 2.9 | 48.04 | 60.02 | 77.72 | |
| Payer et al.Labeled images=5, Source=Re-implemented2021.12 | 27.35 | 12.34 | 32.94 | 38.48 | 45.28 |