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. 2022 Sep 1;12:14851. doi: 10.1038/s41598-022-19045-3

Table 3.

Overview of the obtained results for our image retrieval experiments. In this table, we report the mAP@R, the R-Precision, and the Precision@1. The first 4 rows show the results on the ChestX-ray14 dataset for different image resolutions used for evaluation. The fifth row shows the outcomes on the CheXpert dataset. The last row indicates the results on the COVID-19 Image Data Collection. Bold text represents the overall highest performance metrics.

Dataset Input dimensions mAP@R R-Precision Precision@1
ChestX-ray14 1024 × 1024 0.9748 0.9763 0.9963
800 × 800 0.9709 0.9726 0.9958
512 × 512 0.9572 0.9601 0.9945
224 × 224 0.7730 0.7979 0.9756
CheXpert Original 0.8001 0.8148 0.9444
COVID-19 Original 0.8569 0.8707 0.8821