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Comparison of architectural complexity (number of parameters) and computational efficiency (inference speed) for the Kaggle 1st place winning method and the proposed Fibrosis-Net on the test cohort from the OSIC Pulmonary Fibrosis Progression Challenge.
| Method | Number of parameters (millions) | Inference speed (s) |
|---|---|---|
| Kaggle 1st place (OSIC, 2020) | 30.6 | 0.55 |
| Fibrosis-Net | 1.38 | 0.053 |
Notes: Best results highlighted in bold.
