Monocular Depth Estimation on Physical data surgical phantoms
0.242AbsRelRandom Selection
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Random SelectionSelection Strategy=Random Sampling2025.12 | 0.242 | 3.745 | 14.254 | 0.391 | 0.331 | 45.2 | 80.9 | 93.9 | |
| ProbeMDESelection Strategy=Stein Gradient2025.12 | 0.25 | 3.682 | 13.582 | 0.38 | 0.315 | 43.2 | 79.1 | 94 | |
| Stein VarianceSelection Strategy=SVGD Variance2025.12 | 0.26 | 3.812 | 13.588 | 0.383 | 0.316 | 40.6 | 78.5 | 94.3 | |
| Greedy VarianceSelection Strategy=Ensemble Variance Heuristic2025.12 | 0.261 | 3.695 | 13.797 | 0.385 | 0.316 | 37.7 | 77.4 | 94.4 | |
| Greedy GradientSelection Strategy=Gradient Descent Heuristic2025.12 | 0.264 | 4.021 | 14.503 | 0.41 | 0.341 | 39.2 | 76.7 | 93.6 |