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SAR Image Classification research benchmarks · SOTA2 Research

SAR Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MSTAR publicly released

Randomized Smoothing

99.45Accuracy

91

May 19, 2026

99.09ACC

66

Apr 3, 2026

97.26Accuracy

12

Apr 3, 2026

FUSAR-Ship (test)

93.01Accuracy

12

Apr 3, 2026

MSTAR resized to 1024 x 1024 1.0 (test)

99.46Accuracy

12

Apr 3, 2026

MSTAR Standard-10way

89.6Accuracy (1-shot)

6

Jul 1, 2026

84.3Accuracy (30% Config)

5

Jul 1, 2026

FUSAR-Ship 10way

85Performance (30%)

5

Jul 1, 2026

Popular datasets

MSTAR FUSAR-SHIP SAR-ACD

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