Morphologic and molecular classification on Task 1
87.1AccuracyTITAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TITANsetting=linear probing (logistic regression), Patch encoder=CONCH v1.5, Slide aggregator=ViT2026.02 | 87.1 | 91.7 | |
| CAREsetting=linear probing (logistic regression), Patch encoder=CONCH v1.5, Slide aggregator=CARE2026.02 | 85.1 | 91.2 | |
| FEATHERsetting=linear probing (logistic regression), Patch encoder=CONCH v1.5, Slide aggregator=ABMIL2026.02 | 82.3 | 90 | |
| Mean-poolsetting=linear probing (logistic regression)2026.02 | 77.8 | 87.1 | |
| TANGLEsetting=linear probing (logistic regression), Patch encoder=UNI, Slide aggregator=ABMIL2026.02 | 76.4 | 86.7 | |
| GigaPathsetting=linear probing (logistic regression), Patch encoder=GigaPath, Slide aggregator=LongNet2026.02 | 75.8 | 87 | |
| CHIEFsetting=linear probing (logistic regression), Patch encoder=Ctranspath, Slide aggregator=Variant of ABMIL2026.02 | 73 | 83.9 | |
| PRISMsetting=linear probing (logistic regression), Patch encoder=Virchow, Slide aggregator=Perceiver2026.02 | 72.2 | 82.9 |