Polyp Segmentation
Benchmarks
TaskDatasetSOTA resultTrendResults
Polyp Segmentation (test)
80.51Client 1 Score
19
Polyp Segmentation Domain D
84.16DSC
16
Polyp Segmentation Domain C
73.22DSC
16
Polyp Segmentation Domain B
73.77DSC
16
Polyp Segmentation Domain A
83.21DSC
16
Polyp Segmentation Average (Sites A, B, C, D) (test)
81.75DSC
10
Polyp Segmentation Site C (trained on Site D) (test)
83.86DSC
10
Polyp Segmentation Site B (trained on Site D) (test)
84.97DSC
10
Polyp Segmentation Site A (trained on Site D) (test)
89.17DSC
10
Polyp Segmentation Site D (trained on Site C) (test)
81.33DSC
10
Polyp Segmentation Site B (trained on Site C) (test)
76.49DSC
10
Polyp Segmentation Site A (trained on Site C) (test)
80.17DSC
10
Polyp Segmentation Site D (trained on Site B) (test)
83.58DSC
10
Polyp Segmentation Site C (trained on Site B) (test)
81.25DSC
10
Polyp Segmentation Site A (trained on Site B) (test)
78.33DSC
10
Polyp Segmentation Site D (trained on Site A) (test)
83.22DSC
10
Polyp Segmentation Site C (trained on Site A) (test)
83.93DSC
10
Polyp Segmentation Site B (trained on Site A) (test)
80.47DSC
10
Polyp Segmentation Average
78.27DSC
8
Polyp Segmentation Domain D (test)
25.71ASSD
8
Polyp Segmentation Domain C (test)
30.54ASSD
8
Polyp Segmentation Domain B (test)
25.57ASSD
8
Polyp Segmentation Domain A (test)
20.34ASSD
8
Polyp Segmentation Average Across Domains
78DSC
8
Polyp Segmentation
11.38GFlops
7