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Papers Benchmarks Datasets Tasks

Backdoor Detection research benchmarks – Page 5 · SOTA2 Research

Backdoor Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sleeper Agents Task 2

Proposed Scanner

100Detection Rate

2

Feb 26, 2026

TDC CIFAR-10 (test)

50Accuracy

2

Feb 26, 2026

TinyImagenet 1120 84

99.38TPR

1

May 20, 2026

GTSRB (3010/175)

99.27TPR

1

May 20, 2026

CIFAR10 (700/147)

97.43TPR

1

May 20, 2026

GTSRB Downstream from STL-10 Pre-training

1.12Anomaly Index

1

Mar 4, 2026

CIFAR-10 Downstream from STL-10 Pre-training

0.88Anomaly Index

1

Mar 4, 2026

SVHN Downstream from CIFAR-10 Pre-training

1.36Anomaly Index

1

Mar 4, 2026

GTSRB Downstream CIFAR-10 Pre-training

1.21Anomaly Index

1

Mar 4, 2026

STL-10 Downstream from CIFAR-10 Pre-training

1.05Anomaly Index

1

Mar 4, 2026

Page 5 of 5

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GTSRB CIFAR ImageNet MS-COCO Stable Diffusion

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