Extended Data Table 4 |.
Average landmark error (mm) for surgical tool detection as a mean of 5-fold individual testing on 264 real X-ray images of the continuum manipulator
Sim2Real | Real2Real | |||
---|---|---|---|---|
Mean | CI | Mean | CI | |
Base | 1.09 ± 0.69 | 0.09 | 1.09 ± 0.89 | 0.11 |
Tip | 1.12 ± 1.04 | 0.13 | 1.29 ± 3.40 | 0.43 |
All | 1.10 ± 0.88 | 0.08 | 1.19 ± 2.49 | 0.22 |
CI refers to confidence intervals. They are computed using the 2-tailed z-test with a critical value for a 95% level of confidence (p<0.05). Real2Real refers to training and testing both in real domain datasets. Sim2Real means training in simulation dataset and testing in real dataset.