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Medical Image Classification on PIFIR
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81
Accuracy
RADS
51.256
58.978
66.7
74.422
Apr 22, 2026
Accuracy
F1-score
Precision
Recall
ROC-AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1-score
Precision
Recall
ROC-AUC
RADS
Budget=5 samples, Sour...
2026.04
81
87.1
87.1
87.1
83.3
TAGCOS
Budget=5 samples, Sour...
2026.04
76.2
84.4
81.8
87.1
73
BatchBALD
Budget=5 samples, Sour...
2026.04
73.8
84.9
73.8
100
78.3
Random
Budget=5 samples, Sour...
2026.04
59.5
63.9
88.5
56.1
81.3
Diversity
Budget=5 samples, Sour...
2026.04
59.5
63.8
93.8
48.4
80.9
LM-DPP
Budget=5 samples, Sour...
2026.04
57.1
60.9
93.3
45.2
83.9
Uncertainty
Budget=5 samples, Sour...
2026.04
52.4
54.5
92.3
38.7
83
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