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HER2 Status Prediction on TCGA-BRCA (patient-level 5-fold CV)
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0.865
AUC
HERO
0.6154
0.6802
0.745
0.8098
Jun 19, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
HERO
backbone=LoRA-tuned Qw...
2026.06
0.865
SurvPath
reimplementation=true
2026.06
0.815
MOTCat
reimplementation=true
2026.06
0.795
VLM + TransMIL Top-64
backbone=LoRA-tuned Qw...
2026.06
0.775
MCAT
reimplementation=true
2026.06
0.768
SNNTrans
reimplementation=true
2026.06
0.765
MDAgent
reimplementation=true
2026.06
0.755
SNN
reimplementation=true
2026.06
0.725
GPT-4o
reimplementation=true
2026.06
0.71
TransMIL
2026.06
0.687
ABMIL
2026.06
0.655
VLM + Rand. Top-64
backbone=LoRA-tuned Qw...
2026.06
0.625
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