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Benchmarks
Diagnostic Classification on TBX11K
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94.4
F1 Score
CSR
21.704
40.577
59.45
78.323
Mar 10, 2025
F1 Score
Experiment Count
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Experiment Count
CSR
number of prototypes=1400
2025.03
94.4
14
ProtoPNet
number of prototypes=3000
2025.03
94.1
3,000
ProtoTree
number of prototypes=1...
2025.03
94
6
PIP-Net
number of prototypes=768
2025.03
94
158
CSR (refined)
number of prototypes=1386
2025.03
94
14
ProtoTree
number of prototypes=5...
2025.03
93.7
9
ProtoPool
number of prototypes=600
2025.03
90.7
600
ProtoPNet
number of prototypes=600
2025.03
89.3
600
ProtoPNet
number of prototypes=1500
2025.03
89.3
1,500
CBM (joint.)
2025.03
88.6
14
CBM (seq.)
2025.03
60.5
14
CBM (ind.)
2025.03
24.5
14
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