Kvasir
Benchmarks
TaskDatasetSOTA resultTrendResults
Kvasir
93.6Dice Score
143
Kvasir-Seg
92.17Dice Score
98
Kvasir (test)
97.4Dice Coefficient
82
Kvasir-SEG
88.79Dice Coefficient
75
Kvasir
94.3Mean Accuracy
63
Kvasir
95.7mDice
60
Kvasir-SEG (test)
810.34IoU
60
Kvasir-SEG
0.879mIoU
54
Kvasir v2
94.55AUROC
37
Kvasir
92.84Accuracy
37
Kvasir
95AUROC
22
Kvasir
90.6Pixel AUROC
22
Kvasir
70.6AP
20
Kvasir Noisy (test)
85.3Dice Coefficient
18
Kvasir Clean (test)
89.6Dice Coefficient
18
Kvasir source: CVC target domain
0.921DSC
18
Kvasir (5-fold cross-validation)
92.6Dice Score
18
Kvasir (test)
93.9F1 Score
18
Kvasir-C
73.17Top-1 Accuracy
14
Kvasir
9.36ASD
14
Kvasir 33 19 (test)
91.8Dice Coefficient
14
Kvasir (val)
90.3Dice Coefficient
14
Kvasir-SEG
89.03mIoU
13
Kvasir In-Domain
90.19Dice
13
Kvasir-Sessile (test)
84.6mIoU
12