Derm7pt
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Derm7pt
84.69Accuracy
48
Derm7pt
76.7mAP
20
Derm7pt asymmetric filtering (test)
85Label Accuracy
19
Derm7pt symmetric filtering (test)
70Concept Accuracy
19
Derm7pt symmetric filtering (test)
90Accuracy
19
Derm7pt
86Accuracy
18
derm7pt Melanoma vs. Atypical Nevus (test)
77.6Accuracy
15
Derm7pt
2.2Expected Calibration Error (ECE)
15
Derm7pt (In-distribution)
70.89Accuracy
12
derm7pt clinical (out-of-distribution)
0.74ROC AUC
12
derm7pt dermoscopic (out-of-distribution)
0.837ROC AUC
12
Derm7pt (test)
77.3F1
12
Derm7pt
65.06F1-Macro
11
Derm7pt (test)
69AUROC
11
Derm7pt (test)
79.87Sensitivity (SEN)
9
Derm7pt 1.0 (test)
89.48AUC
9
Derm7pt
88.6AUC
8
Derm7pt (test)
90.1AUC
8
Derm7pt
28.47Parameters
6
Derm7pt (5-fold cross-val)
83.8mAP (Fold 1)
5
Derm7pt
79.3Top-1 Accuracy
5
Derm7pt (test)
69.1BA (t=1)
5
Derm7pt (test)
68.6BA (PN)
5
Derm7pt (test)
92.29Accuracy
4
Derm7pt
100P@10 (Streaks)
3