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ResearchFormerly WizWand

IDH Status Prediction on IDH Status (held-out set)

97F1 (weighted)MOOZY
-2.933623.010748.95574.8993Mar 27, 2026
Updated 7mo ago

Evaluation results

MethodLinks
MOOZYEvaluation Protocol=Frozen model evaluated with MLP probe2026.03979997
CONCH v1.5Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03949793
BackboneEvaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03939693
UNI v2Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03939793
Phikon v2Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03939793
MUSKEvaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03929692
MOOZYEvaluation Protocol=Frozen-feature MLP probe2026.030.970.990.97
Giga PathEvaluation Protocol=Frozen-feature MLP probe2026.030.940.970.94
TITANEvaluation Protocol=Frozen-feature MLP probe2026.030.940.970.94
CHIEFEvaluation Protocol=Frozen-feature MLP probe2026.030.920.960.92
MadeleineEvaluation Protocol=Frozen-feature MLP probe2026.030.920.960.91
PRISMEvaluation Protocol=Frozen-feature MLP probe2026.030.910.950.91