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Novel cell type classification research benchmarks · SOTA2 Research

Novel cell type classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

D_t^{st} 100% cell types OOD

33.5Accuracy

8

Feb 26, 2026

D_t^{st} OOD (75% cell types)

36.4Accuracy

8

Feb 26, 2026

D_t^{st} OOD (50% cell types)

44.2Accuracy

8

Feb 26, 2026

D_t^{st} OOD (25% cell types)

54.7Accuracy

8

Feb 26, 2026

D_t^{st} 10% cell types OOD

76.8Accuracy

8

Feb 26, 2026

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