CARE Liver
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Liver Segmentation | CARE Liver T1 In-Distribution 2025 (test) | Dice Coefficient96.08 | 10 | |
| Liver Segmentation | CARE Liver T2 In-Distribution 2025 (test) | Dice Coefficient (%)88.9 | 5 | |
| Liver fibrosis staging (S4 vs. S1-S3) | CARE Liver Contrast-Enhanced Out-Of-Distribution 2025 (test) | Accuracy63.71 | 5 | |
| Liver Segmentation | CARE Liver Out-Of-Distribution 2025 (test) | Dice90.15 | 5 | |
| Liver fibrosis staging | CARE Liver Non-Contrast, Out-Of-Distribution, S1 vs. S2-S4 2025 (test) | Accuracy92.86 | 5 | |
| Liver Segmentation | CARE Liver T1, Out-Of-Distribution 2025 (test) | Dice Coefficient95.48 | 5 | |
| Liver Fibrosis Staging (Contrast-Enhanced, S4 vs. S1-S3) | CARE Liver In-Distribution 2025 (test) | Accuracy75.83 | 5 | |
| Liver fibrosis staging (Contrast-Enhanced, S1 vs S2-S4) | CARE Liver Out-Of-Distribution Vendor C 2025 (test) | Accuracy92.86 | 5 | |
| Liver fibrosis staging (Non-Contrast, S4 vs. S1-S3) | CARE Liver In-Distribution 2025 (test) | ACC0.7417 | 5 | |
| Liver Fibrosis Staging | CARE Liver Contrast-Enhanced, In-Distribution, S1 vs. S2-S4 2025 (test) | Accuracy0.8083 | 5 | |
| Liver fibrosis staging (Non-Contrast, S4 vs. S1-S3) | CARE Liver Vendor C (Out-Of-Distribution) 2025 (test) | Accuracy71.43 | 5 | |
| Liver Fibrosis Staging (Non-Contrast, S1 vs. S2-S4) | CARE Liver In-Distribution 2025 (test) | Accuracy76.67 | 5 | |
| Liver Segmentation | CARE Liver DWI In-Distribution 2025 (test) | Dice Score83.74 | 5 | |
| Liver Segmentation | CARE Liver 2025 (test) | Dice Coefficient90.41 | 5 |
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