Intra-operative Retrospective Cohort
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Lymph Node Metastasis Prediction | Intra-operative Retrospective Cohort Frozen H4-Retro | AUC93.6 | 5 | |
| Lymph Node Metastasis Prediction | Intra-operative Retrospective Cohort Frozen H12-Retro | AUC0.92 | 5 | |
| Lymph Node Metastasis Prediction | Intra-operative Retrospective Cohort Frozen H2-Internal | AUC0.98 | 5 | |
| Margin Assessment | Intra-operative Retrospective Cohort Frozen H4-Retro | AUC94.2 | 5 | |
| Margin Assessment | Intra-operative Retrospective Cohort Frozen H12-Retro | AUC97.3 | 5 | |
| Margin Assessment | Intra-operative Retrospective Cohort Frozen H2-Internal | AUC92.7 | 5 | |
| Mass Differentiation | Intra-operative Retrospective Cohort Frozen H4-Internal | AUC99.4 | 5 | |
| Malignancy Detection | Intra-operative Retrospective Cohort Frozen H4-Retro | AUC98.5 | 5 | |
| Malignancy Detection | Intra-operative Retrospective Cohort Frozen H15-Retro | AUC92.5 | 5 | |
| Malignancy Detection | Intra-operative Retrospective Cohort Frozen, H12+H16-Retro | AUC0.936 | 5 | |
| Malignancy Detection | Intra-operative Retrospective Cohort Frozen H2-Internal | AUC1 | 5 | |
| NAC Response Prediction | Intra-operative Retrospective Cohort Biopsy H5-Internal | AUC74 | 5 | |
| Molecular Subtyping | Intra-operative Retrospective Cohort Biopsy H4-Retro | AUC96.8 | 5 | |
| Molecular Subtyping | Intra-operative Retrospective Cohort Biopsy H5-Internal | AUC84.1 | 5 | |
| KI67 Prediction | Intra-operative Retrospective Cohort Biopsy H4-Retro | AUC87.5 | 5 | |
| KI67 Prediction | Intra-operative Retrospective Cohort Biopsy H17-Retro | AUC0.767 | 5 | |
| KI67 Prediction | Intra-operative Retrospective Cohort Biopsy H5-Internal | AUC81.9 | 5 | |
| HER2 Prediction | Intra-operative Retrospective Cohort Biopsy H4-Retro | AUC81.8 | 5 | |
| HER2 Prediction | Intra-operative Retrospective Cohort Biopsy H10-Retro | AUC79.1 | 5 | |
| HER2 Prediction | Intra-operative Retrospective Cohort Biopsy H5-Internal | AUC0.824 | 5 | |
| PR Prediction | Intra-operative Retrospective Cohort Biopsy H8-Retro | AUC0.81 | 5 | |
| PR Prediction | Intra-operative Retrospective Cohort Biopsy H4-Retro | AUC0.812 | 5 | |
| PR Prediction | Intra-operative Retrospective Cohort Biopsy H17-Retro | AUC0.762 | 5 | |
| PR Prediction | Intra-operative Retrospective Cohort Biopsy H10-Retro | AUC82.3 | 5 | |
| PR Prediction | Intra-operative Retrospective Cohort Biopsy H5-Internal | AUC0.773 | 5 |
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