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Papers Benchmarks Datasets Tasks

Upstream Backdoor Detection research benchmarks · SOTA2 Research

Upstream Backdoor Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-10 Upstream 1.0 (train)

97.6TPR

11

Feb 26, 2026

ImageNet 1.0 (train)

1TPR

7

Feb 26, 2026

Unbalanced data CLIP Backdoor attack

100TPR

4

Feb 26, 2026

DRUPE attack Unbalanced data

98.5TPR

4

Feb 26, 2026

Unbalanced data BadEncoder attack

1TPR (%)

4

Feb 26, 2026

Unbalanced data BadCLIP attack

100TPR

3

Feb 26, 2026

Unbalanced data CTRL attack

90TPR

3

Feb 26, 2026

Popular datasets

Unbalanced data ImageNet CIFAR DRUPE attack

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