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Papers Benchmarks Datasets Tasks

Batch Correction research benchmarks · SOTA2 Research

Batch Correction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.6Conn.

11

Feb 26, 2026

0.3Connectivity Score

11

Feb 26, 2026

DEEP 2 low diversity batch setting

0.29Connectivity

9

Feb 26, 2026

0.65Connectivity

9

Feb 26, 2026

JUMP 3 1.0 (supplementary)

0.81Connectivity

9

Feb 26, 2026

0.3Connectivity

9

Feb 26, 2026

0.34Connectivity

9

Feb 26, 2026

JUMP large, diverse batch setting 5

0.34Conn.

7

Feb 26, 2026

DEEP-1 real-world scenario

—

—Primary metric

0

Feb 26, 2026

JUMP-2 real-world scenario

—

—Primary metric

0

Feb 26, 2026

JUMP-1 real-world scenario

—

—Primary metric

0

Feb 26, 2026

Popular datasets

JUMP DEEP JUMP-1 JUMP-2 DEEP 2

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