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Liver fibrosis staging research benchmarks · SOTA2 Research

Liver fibrosis staging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Substantial Fibrosis S1 vs S2-4

Reliable and Interpretable Multi-view Learning Framework

85.5Accuracy

12

Feb 26, 2026

Liver Fibrosis Cirrhosis S4 vs S1-3

Reliable and Interpretable Multi-view Learning Framework

84.4Accuracy

7

Feb 26, 2026

Liver fibrosis staging center B (test)

72.4AUC

7

Feb 26, 2026

Liver fibrosis staging center A (test)

82.3AUC

7

Feb 26, 2026

CARE Liver Non-Contrast, Out-Of-Distribution, S1 vs. S2-S4 2025 (test)

92.86Accuracy

5

Feb 26, 2026

CARE Liver Contrast-Enhanced, In-Distribution, S1 vs. S2-S4 2025 (test)

0.808Accuracy

5

Feb 26, 2026

Cirrhosis S4 vs S1-3

Reliable and Interpretable Multi-view Learning Framework

84.4Accuracy

5

Feb 26, 2026

Popular datasets

Liver fibrosis staging CARE Liver Cirrhosis Substantial Fibrosis Liver Fibrosis

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