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Papers Benchmarks Datasets Tasks

Batch integration research benchmarks · SOTA2 Research

Batch integration

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OOD Tissue Data D_{ts} tr2

0.946ASW_s

12

Feb 26, 2026

Tissue Data OOD tr1

94.1ASW_s

12

Feb 26, 2026

CellType Data OOD v2

0.939ASW

12

Feb 26, 2026

CellType Data OOD v1

0.934ASW

12

Feb 26, 2026

ID dataset (Did) (Din) (Unseen Data)

95.1ASWb

12

Feb 26, 2026

OOD Donor Data (D_dn^2)

0.946ASW

11

Feb 26, 2026

OOD Donor Data (D_dn^1)

0.945ASW

11

Feb 26, 2026

Popular datasets

OOD Donor Data CellType Data ID dataset OOD Tissue Data Tissue Data

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