MIDOG
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Nuclear morphology classification | MIDOG25 majority | AUC91.1 | 11 | |
| Patch Classification | MIDOG22 | Accuracy80.2 | 6 | |
| Batch-effect assessment | MIDOG21 ref ACS (HX) | RDR0.0033 | 5 | |
| Batch-effect assessment | MIDOG ref HX 21 (ACS split) | RDR0.003 | 5 | |
| Batch-effect assessment | MIDOG HS split ref ACS 21 | RDR0.0013 | 5 | |
| Batch-effect assessment | MIDOG21 ACS split ref HS | RDR0.002 | 5 | |
| Cross-domain generalization evaluation | MIDOG averaged over ACS-HS and ACS-HX pairs | CFD0.0254 | 4 |
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