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Perineural Invasion (PNI) Classification research benchmarks · SOTA2 Research

Perineural Invasion (PNI) Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PNI R + S (100% Balanced)

0.79Mean AUC

14

Apr 1, 2026

78.12Mean AUC

14

Apr 1, 2026

PNI R + S (50%)

0.767Mean AUC

14

Apr 1, 2026

PNI R + S (25%)

75.77Mean AUC

14

Apr 1, 2026

PNI Imbalanced R

70.78Mean AUC

14

Apr 1, 2026

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