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Camouflaged Object Detection research benchmarks – Page 4 · SOTA2 Research

Camouflaged Object Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

75.9Sm

3

Feb 26, 2026

56.5AP50

3

Feb 26, 2026

67.3AP50

3

Feb 26, 2026

NC4K 4121 (test)

CamoFormer + HCL

0.884Sm

1

May 26, 2026

COD10K, CAMO, NC4K, and CHAMELEON

—

—Primary metric

0

Feb 26, 2026

Page 4 of 4

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CAMO COD10K NC4K Chameleon CAD

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