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Papers Benchmarks Datasets Tasks

Dimension Reduction research benchmarks · SOTA2 Research

Dimension Reduction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

scRNA 21086x1000

28Runtime (s)

6

Feb 26, 2026

COIL100 7200x49152

85Runtime (s)

6

Feb 26, 2026

COIL20 1440x16384

12Runtime (s)

6

Feb 26, 2026

Pen Digits 1797x64

2Runtime (s)

6

Feb 26, 2026

102Runtime (s)

5

Feb 26, 2026

F-MNIST 70000x784

65Runtime (s)

5

Feb 26, 2026

MNIST 70000x784

87Runtime (s)

5

Feb 26, 2026

Shuttle 58000x9

94Runtime (s)

5

Feb 26, 2026

Google News 200000x300

361Runtime (s)

4

Feb 26, 2026

15Recall@15

3

Jun 1, 2026

5.7Recall@15

3

Jun 1, 2026

Transcriptomics

12.4Recall@15

3

Jun 1, 2026

70.7Recall@15

3

Jun 1, 2026

76.5Recall@15

3

Jun 1, 2026

14.3Recall@15

3

Jun 1, 2026

12.9Recall@15

3

Jun 1, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Colorectal (21510)

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

—

—Primary metric

0

Feb 26, 2026

Colorectal 44076

—

—Primary metric

0

Feb 26, 2026

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