Polyp
Benchmarks
TaskDatasetSOTA resultTrendResults
Polyp
62.25mIoU
48
Polyp Endoscopy
93.13Dice Score
18
PolyP (100 random splits)
12,394Interval Size
18
Polyp
84.5mIoU
16
Polyp (test)
92.97mDice
15
Polyp
75.25Dice (Client 1)
14
Polyp OOD
14.1AURC
13
Polyp Average (test)
87.32DSC
10
Polyp Site D (test)
83.97DSC
10
Polyp Site C (test)
89.29DSC
10
Polyp Site B (test)
87.49DSC
10
Polyp Site A (test)
90.97DSC
10
Polyp
83.2Dice
9
Polyp
70.9Max Coverage
9
Polyp
81mIoU
8
Polyp Kvasir and CVC (out-of-domain)
92.85Dice Score (Kvasir-CVC)
6
Polyp
0.363AP@0.25
6
Polyp Colonoscopy images
95.3Accuracy
6
Polyp (target)
0.605mIoU
6
Polyp Hyper-Kvasir + Clinical NBI (80-20 train-test)
80.3IoU
6
Polyp (Colonoscopy) (val)
81.83DSC
6
Polyp (test)
0.71ROUGE
5
Polyp dataset (test)
62.706FID
5
Polyp
45.35Peak Normalized Delta IoU
4
Polyp dataset sequence frame (10% labeled data)
71Dice
4