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Test results for the three different models. Scores represent mean (std) values for the ten times each model was trained.
| Metric | 3D Video Pre-Trained | 3D from Scratch | 2D ImageNet Pre-Trained |
|---|---|---|---|
| AUC | 0.81 (0.02) | 0.64 (0.05) | 0.73 (0.02) |
| sensitivity | 0.75 (0.06) | 0.67 (0.12) | 0.84 (0.07) |
| specificity | 0.72 (0.09) | 0.49 (0.09) | 0.40 (0.13) |
| PPV | 0.53 (0.07) | 0.35 (0.03) | 0.37 (0.04) |
| NPV | 0.88 (0.02) | 0.79 (0.05) | 0.87 (0.03) |
| score | 0.62 (0.02) | 0.45 (0.05) | 0.51 (0.03) |
