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Readmission prediction on MIMIC-III (test)
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75.7
Accuracy
Query-Based Model Collaboration
50.116
56.758
63.4
70.042
Sep 25, 2025
Accuracy
Updated 25d ago
Evaluation Results
Method
Method
Links
Accuracy
Query-Based Model Collaboration
Model=BERT, Augmentati...
2025.09
75.7
Naive
Model=BERT, Augmentati...
2025.09
73.6
CATO
Model=BERT, Augmentati...
2025.09
73
Biomedical LLM
Model=BERT, Augmentati...
2025.09
72.9
SynName+SciName
Model=BERT, Augmentati...
2025.09
72.2
None
Model=BERT, Augmentati...
2025.09
72.1
Query-Based Model Collaboration
Model=Qwen-3, Augmenta...
2025.09
59.9
CATO
Model=Qwen-3, Augmenta...
2025.09
55.2
Biomedical LLM
Model=Qwen-3, Augmenta...
2025.09
53.5
None
Model=Qwen-3, Augmenta...
2025.09
52.6
SynName+SciName
Model=Qwen-3, Augmenta...
2025.09
52.4
Naive
Model=Qwen-3, Augmenta...
2025.09
52
Zero-Shot
Model=Qwen-3, Augmenta...
2025.09
51.1
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