HAM10000
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
HAM10000 NID1_0.5 label/quantity skew
52.79Accuracy
9
HAM10000 NID1_0.2 label/quantity skew
50.23Accuracy
9
HAM10000 NID2
46.17Accuracy
9
HAM10000 NID1, α=0.5
52.79Accuracy
9
HAM10000 NID1, α=0.2
50.23Accuracy
9
HAM10000
97.63AUAUC
9
HAM10000 (cross-validation)
58.55Macro F1
9
HAM10000
85.5AUC
9
HAM10000 2018
71.2Group 0 Score
9
HAM10000
96.32Accuracy
9
HAM10000 ID
86SAC
8
Ham10000 (test)
92.3AUC
8
HAM10000 (test)
0.97AUC
8
HAM10000 (Age ≥ 20)
90.4Dice Score
7
HAM10000 (Age ≥ 40)
89Dice Coefficient
7
HAM10000 Age ≥ 60
89.1Dice Score
7
HAM10000 (Age ≥ 80)
87.9Dice Score
7
HAM10000 (test)
0.952AUC
7
HAM10000 D5
65.6PGD Accuracy
7
HAM10000 (test)
1AUC
7
HAM10000 Linear Evaluation 100% ratio
77.89Accuracy
7
HAM10000 Linear Evaluation 10% ratio
69.31Accuracy
7
HAM10000 Linear Evaluation 1% ratio
62.71Accuracy
7
HAM10000
89.8mIoU
6
HAM10000
79.27Top-1 Accuracy
6