Slice Interpolation on Medical Imaging patient-level, 30 patients (test)
0.0021Delta SSIML1
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| L1learning rate (lr)=8×10^−4, batch size (bs)=96, Bootstrap CI=10,000 resamples, Wilcoxon signed-rank test=two-sided2026.06 | 0.0021 | 1.86 | 0.0006 | 1.86 | -0.033 | 0.171 | |
| SSIMslearning rate (lr)=3×10^−3, batch size (bs)=32, Bootstrap CI=10,000 resamples, Wilcoxon signed-rank test=two-sided2026.06 | 0.0017 | 1.19 | -0.002 | 1.86 | -0.479 | 1.86 | |
| MSElearning rate (lr)=8×10^−4, batch size (bs)=96, Bootstrap CI=10,000 resamples, Wilcoxon signed-rank test=two-sided2026.06 | -0.017 | 1.86 | -0.0027 | 1.86 | -0.035 | 0.761 | |
| FILMBootstrap CI=10,000 resamples, Wilcoxon signed-rank test=two-sided2026.06 | -0.0396 | 1.86 | -0.0083 | 1.86 | -3.01 | 1.86 | |
| RIFEBootstrap CI=10,000 resamples, Wilcoxon signed-rank test=two-sided2026.06 | -0.0405 | 1.86 | -0.009 | 1.86 | -3.128 | 1.86 | |
| Mean baselineBootstrap CI=10,000 resamples, Wilcoxon signed-rank test=two-sided2026.06 | -0.1039 | 1.86 | -0.0264 | 1.86 | -6.41 | 1.86 | |
| Cubic baselineBootstrap CI=10,000 resamples, Wilcoxon signed-rank test=two-sided2026.06 | -0.1096 | 1.86 | -0.026 | 1.86 | -6.384 | 1.86 |