Nodule Detection on LUNA16 1.0 (Official)
95.7Sensitivity @ 1 FPs/scanLiu et al. (2019)
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Liu et al. (2019)Additional False Positive Reduction stage=true2021.06 | 95.7 | 90.4 | 91.4 | 93.3 | 97.1 | 97.1 | 97.1 | 0.952 | |
| Khosravan et al. (2018)Additional False Positive Reduction stage=false2021.06 | 95.3 | 70.9 | 83.6 | 92.1 | 95.3 | 95.3 | 95.3 | 0.897 | |
| nnDetectionAdditional False Positive Reduction stage=false2021.06 | 95 | 81.2 | 88.5 | 92.7 | 96.9 | 97.9 | 98.5 | 0.93 | |
| Wang et al. (2018)Additional False Positive Reduction stage=false2021.06 | 94.9 | 67.6 | 77.6 | 87.9 | 95.8 | 95.8 | 95.8 | 0.878 | |
| Cao et al. (2020)Additional False Positive Reduction stage=true2021.06 | 93.6 | 84.8 | 89.9 | 92.5 | 94.9 | 95.7 | 96 | 0.925 | |
| Liu et al. (2019)Additional False Positive Reduction stage=false2021.06 | 93.3 | 84.8 | 87.6 | 90.5 | 94.3 | 95.7 | 97 | 0.919 | |
| Ding et al. (2017)Additional False Positive Reduction stage=false2021.06 | 92.2 | 74.8 | 85.3 | 88.7 | 93.8 | 94.4 | 94.6 | 0.891 | |
| Song et al. (2020)Additional False Positive Reduction stage=false2021.06 | 91.1 | — | — | — | 92.8 | — | 94.8 | — | |
| Dou et al. (2017a)Additional False Positive Reduction stage=false2021.06 | 86.5 | 65.9 | 74.5 | 81.9 | 90.6 | 93.3 | 94.6 | 0.839 | |
| Zhu et al. (2018)Additional False Positive Reduction stage=false2021.06 | 86.5 | 69.2 | 76.9 | 82.4 | 89.3 | 91.7 | 93.3 | 0.842 |