M&Ms
Benchmarks
TaskDatasetSOTA resultTrendResults
M&MS (test)
91.19Dice (Vendor A, LV)
21
M&Ms Zero-Shot Out-of-Distribution
92.7Dice (Pool)
15
M&Ms (Target C)
13.11Hausdorff Distance
15
M&Ms Target D 1.0
87.16Dice Score
15
M&Ms Target C 1.0
0.872Dice Score
15
M&Ms Target B 1.0
86.76Dice Score
15
M&Ms Target A 1.0
83.21Dice (%)
15
M&Ms (Underrepresented Class)
86Accuracy
14
M&Ms (test)
86.82DC (Avg)
13
M&Ms (out-of-domain)
90.31Dice Score
13
M&Ms (test)
88.47Average DSC
11
M&Ms (val)
90.27Vendor A LV DC
11
M&MS Domains B, C, D Average (target)
80.12Average Dice
11
M&MS Domain D (target)
86.77LV Dice
11
M&MS Domain C (target)
85.41LV Dice
11
M&MS Domain B (target)
87.58LV Dice
11
M&MS Average 1.0 (test)
2.95ASSD
11
M&MS Domain D 1.0 (test)
2.55ASSD (LV)
11
M&MS Domain C 1.0 (test)
2.87ASSD (LV)
11
M&MS Domain B 1.0 (test)
2.49ASSD (LV)
11
M&Ms Average
17.98Hausdorff Distance
10
M&Ms Target D
14.24Hausdorff Distance
10
M&Ms (Target B)
18.18Hausdorff Distance
10
M&Ms Target A v1
22.55Hausdorff Distance
10
M&Ms (5% labeled)
87.04Dice Score
8