Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )
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Could not achieve the accuracy on ETIS-LaribPolypDB as mentioned in the corresponding paper #15
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EthicalAccount opened 2 months ago
I was not able to reproduce the results on this particular dataset that were provided in the research paper.
Everything was kept on default settings with parameters double checked but still could not achieve the desired results
Dice Score Proposed: 0.9324 Achieved: 0.8485
Test/ Val Loss File: etis-laribpolypdb_progress_DuckNet_filters_17_2024-07-12 11:25:19.256742.txt
Result File: results_DuckNet_17_etis-laribpolypdb.txt
CPU: Intel(R) Xeon(R) Gold 5320 CPU @ 2.20GHz GPU: NVIDIA A100 80GB