Reverse engineering accuracy, sens. and spec. scores in computer vision

1 point

5 years ago

Reverse engineered accuracy, sensitivity and specificity scores prove that uncomparable performance figures are compared and ranked in almost all papers on retinal vessel segmentation.

Further details in the paper:

https://www.researchgate.net/publication/350236730_Numerical_identification_of_methodological_inconsistencies_affecting_the_evaluations_in_100_papers_on_retinal_vessel_segmentation_and_a_new_baseline_for_the_field