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Ablation study of MR3D-18 network in terms of top 1 score (%) on the MIT-STAG dataset.
|
Dropout
Model |
0 | 0.1 | 0.2 | 0.3 | 0.4 | 0.5 |
|---|---|---|---|---|---|---|
| MR3D-18 (Res2) | 80.30 | 80.70 | 81.27 | 81.54 | 79.25 | 76.73 |
| MR3D-18 (Res3) | 80.30 | 81.10 | 80.14 | 74.34 | 72.09 | 67.35 |
| MR3D-18 (Res4) | 80.30 | 81.29 | 78.34 | 78.97 | 78.23 | 75.28 |
| ResNet3D-18 (Baseline) | 74.49 | |||||
The bold font denotes the highest score.
