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Benchmarks
In-hospital mortality prediction on Clinical Multimodal Dataset (test)
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0.89
AUROC
HAIM
0.76312
0.79606
0.829
0.86194
Oct 31, 2025
AUROC
AUPRC
Updated 23d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
HAIM
2025.10
0.89
0.54
MedM2T
Ablation Configuration...
2025.10
0.868
0.47
MedM2T
Ablation Configuration...
2025.10
0.868
0.477
MedM2T
Ablation Configuration...
2025.10
0.868
0.476
MedM2T
Ablation Configuration...
2025.10
0.868
0.472
MultiModN
Encoder Type=Our Encoder
2025.10
0.867
0.455
MultiBench
Fusion Strategy=LF, En...
2025.10
0.862
0.46
MultiModN
Encoder Type=Original
2025.10
0.856
0.409
MultiBench
Fusion Strategy=LF, En...
2025.10
0.833
0.418
MultiBench
Fusion Strategy=LRTF,...
2025.10
0.823
0.368
MultiBench
Fusion Strategy=LRTF,...
2025.10
0.768
0.343
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