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Imbalanced Image Classification research benchmarks · SOTA2 Research

Imbalanced Image Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-100 (test)

LDAM-DRW + LoRot-I

54.69Accuracy

21

Feb 26, 2026

CIFAR-10 (test)

LDAM-DRW + LoRot-E

86.67Accuracy

21

Feb 26, 2026

68.9AUC (Threshold 0.01)

20

Feb 26, 2026

66.06AUC @ Imbalance 0.01

20

Feb 26, 2026

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