IDH Status Prediction on IDH Status (held-out set)
97F1 (weighted)MOOZY
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MOOZYEvaluation Protocol=Frozen model evaluated with MLP probe2026.03 | 97 | 99 | 97 | |
| CONCH v1.5Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 94 | 97 | 93 | |
| BackboneEvaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 93 | 96 | 93 | |
| UNI v2Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 93 | 97 | 93 | |
| Phikon v2Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 93 | 97 | 93 | |
| MUSKEvaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 92 | 96 | 92 | |
| MOOZYEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.97 | 0.99 | 0.97 | |
| Giga PathEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.94 | 0.97 | 0.94 | |
| TITANEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.94 | 0.97 | 0.94 | |
| CHIEFEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.92 | 0.96 | 0.92 | |
| MadeleineEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.92 | 0.96 | 0.91 | |
| PRISMEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.91 | 0.95 | 0.91 |