CVC-ClinicDB
Benchmarks
TaskDatasetSOTA resultTrendResults
CVC-ClinicDB (test)
94.69DSC
211
CVC-ClinicDB
95.58Dice Score
118
CVC-ClinicDB
95.3Dice Coefficient
101
CVC-ClinicDB (test)
95.43Dice
77
CVC-ClinicDB-612 (test)
94.5S_alpha
42
CVC-ClinicDB (seen)
95.8mDice
35
CVC-ClinicDB (test)
91.91DSC
26
CVC-ClinicDB FedPolyp
92.87Dice Score
21
CVC-ClinicDB 60 random images
94mDice
20
CVC-ClinicDB (5-fold cross-val)
90.7mIoU
19
CVC-ClinicDB Noisy (test)
75.7Dice Coefficient
18
CVC-ClinicDB Clean (test)
86.5Dice Score
18
CVC-ClinicDB Domain A (test)
79.37Dice Score
18
CVC-ClinicDB In-Domain
86.94Dice
13
CVC-ClinicDB
87.3AUROC
13
CVC-ClinicDB cross-dataset models trained on Kvasir-SEG (test)
79.21DSC
13
CVC-ClinicDB
94.6Dice Score
11
CVC-ClinicDB
90.7AUROC
11
CVC-ClinicDB 5 (test)
93.9DSC
11
CVC-ClinicDB (fold 5)
87Dice Score
10
CVC-ClinicDB Dirty (test)
83.6Precision
10
CVC-ClinicDB Clean (test)
89.1Precision
10
CVC-ClinicDB 12 (test)
98.83Accuracy
10
CVC-ClinicDB cross-dataset (test)
84Dice Score (mDice)
8
CVC-ClinicDB 1 (test)
93.3mDice
7