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Comparison between CleftNet w SelfAtt and CleftNet w FA with ans without scaling in terms of CREMI-score, F1-Score, AUC, number of parameters, and parameter ratio on the validation set.
| Model | CREMI-score(↓) | AUC(↑) | F1-score(↑) | * of Parameters | Parameter Ratio |
|---|---|---|---|---|---|
| CleftNet w SelfAttn | 51.98 | 0.932 | 0.874 | 6,602,785 | 0.00% |
| CleftNet w FA | 50.50 | 0.938 | 0.895 | 6,843,126 | 3.64% |
| CleftNet w SelfAttn (scale) | 51.95 | 0.930 | 0.874 | 6,602,785 | 0.00% |
| CleftNet w FA (scale) | 50.57 | 0.944 | 0.888 | 6,843,126 | 3.64% |
