TP53 Mutation Prediction on TP53 mutation (held-out set)
87Weighted F1 ScoreMOOZY
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MOOZYEvaluation Protocol=Frozen model evaluated with MLP probe2026.03 | 87 | 86 | 86 | |
| CONCH v1.5Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 80 | 81 | 79 | |
| MUSKEvaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 79 | 80 | 79 | |
| Phikon v2Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 78 | 78 | 77 | |
| BackboneEvaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 77 | 79 | 76 | |
| UNI v2Evaluation Protocol=Aggregator trained from scratch on frozen features, Aggregator=Mean over five MIL architectures (MeanMIL, ABMIL, CLAM, DSMIL, TransMIL)2026.03 | 77 | 75 | 77 | |
| TITANEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.87 | 0.91 | 0.88 | |
| MOOZYEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.87 | 0.86 | 0.86 | |
| PRISMEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.85 | 0.85 | 0.84 | |
| MadeleineEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.84 | 0.85 | 0.84 | |
| CHIEFEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.82 | 0.81 | 0.83 | |
| Giga PathEvaluation Protocol=Frozen-feature MLP probe2026.03 | 0.76 | 0.76 | 0.76 |