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InsPLAD

Benchmarks

Task NameDataset NameSOTA ResultTrend
Industrial Defect DetectionInsPLAD-fault (test)
Glass Insulation Rate96.43
9
Tiny-object selectionInsPLAD RK3588 (deployment)
QoS (33ms)76.9
6
Tiny-object selectionInsPLAD Jetson Orin NX (deployment)
Recall@978.12
6
Poisoned Model Stealthiness EvaluationInsPLAD
MIS Score375.2248
4
Poisoning AttackInsPLAD
ASR56.5
4
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