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MIL Explanation on Adjacent Pairs (test)
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81
AUPRC (Class 2)
xMIL-LRP
52.92
60.21
67.5
74.79
Jun 6, 2024
AUPRC (Class 2)
AUROC (Test Set)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUPRC (Class 2)
AUROC (Test Set)
xMIL-LRP
Model Architecture=Tra...
2024.06
81
92
Single
Model Architecture=Tra...
2024.06
77
92
Single
Model Architecture=AddMIL
2024.06
77
77
xMIL-LRP
Model Architecture=Att...
2024.06
77
88
IG
Model Architecture=Att...
2024.06
75
88
Single
Model Architecture=Att...
2024.06
73
88
IG
Model Architecture=Tra...
2024.06
72
92
Logits
Model Architecture=AddMIL
2024.06
71
77
Attn
Model Architecture=AddMIL
2024.06
63
77
GxI
Model Architecture=Att...
2024.06
63
88
Attn
Model Architecture=Att...
2024.06
61
88
Attn
Model Architecture=Tra...
2024.06
60
92
GxI
Model Architecture=Tra...
2024.06
57
92
Rand
Model Architecture=Att...
2024.06
54
88
Rand
Model Architecture=Tra...
2024.06
54
92
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