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Dysplasia Level Classification on in-house dysplasia (test)
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96.8
Accuracy
hest
96.592
96.646
96.7
96.754
Feb 3, 2026
Accuracy
Balanced Accuracy
F1 Score (Macro)
F1 Score (Weighted)
ROC AUC (Macro)
ROC AUC (Weighted)
Precision (Macro)
Precision (Weighted)
Recall (Macro)
Recall (Weighted)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Balanced Accuracy
F1 Score (Macro)
F1 Score (Weighted)
ROC AUC (Macro)
ROC AUC (Weighted)
Precision (Macro)
Precision (Weighted)
Recall (Macro)
Recall (Weighted)
hest
Tool=hest, avg patches...
2026.02
96.8
79
78.3
96.8
0.949
0.961
79.3
96.9
79
96.8
grandqc
Tool=grandqc, avg patc...
2026.02
96.7
78.3
77.9
96.7
0.946
0.958
79.2
96.8
78.3
96.7
clam
Tool=clam, avg patches...
2026.02
96.7
78
77.7
96.6
0.949
0.959
79.1
96.7
78
96.7
AtlasPatch
Tool=atlaspatch, avg p...
2026.02
96.6
77.9
77.2
96.6
0.953
0.964
78.1
96.8
77.9
96.6
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