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Performance of the model on the different experiments on the CRC dataset.
| Dataset | Pre-train | QWK score | Accuracy (%) | Convergence Time (Epoch) |
|---|---|---|---|---|
| CRC annotated (n=100) | No | 0.583 | 75.00 | 6.5 h (13) |
| CRC All (n=1,133) | No | 0.795 | 84.17 | 2 days and 19 h (27) |
| CRC All (n=1,133) | Yes | 0.863 | 88.42 | 4 days (40) |
Bold values indicate best results
