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PR Status Prediction on TCGA-BRCA patient-level 5-fold CV
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97.8
AUC
HERO
70.968
77.934
84.9
91.866
Jun 19, 2026
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
HERO
backbone=LoRA-tuned Qw...
2026.06
97.8
SurvPath
reimplementation=true
2026.06
95.7
MOTCat
reimplementation=true
2026.06
94.8
MCAT
reimplementation=true
2026.06
93.5
MDAgent
reimplementation=true
2026.06
91.5
SNNTrans
reimplementation=true
2026.06
91.2
VLM + TransMIL Top-64
backbone=LoRA-tuned Qw...
2026.06
90.5
SNN
reimplementation=true
2026.06
88.5
GPT-4o
reimplementation=true
2026.06
88
TransMIL
2026.06
76.3
ABMIL
2026.06
75.5
VLM + Rand. Top-64
backbone=LoRA-tuned Qw...
2026.06
72
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