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Location

Benchmarks

Task NameDataset NameSOTA ResultTrend
Membership Inference AttackLocation-30
Accuracy89.52
10
Uncertainty QuantificationLocation L4 Delayed
Covariance0.108
5
Uncertainty QuantificationLocation L3 Delayed
Covariance0.406
5
Uncertainty QuantificationLocation L3 Overall
Coverage82.8
5
Uncertainty QuantificationLocation L2 Delayed
Covariance0.426
5
Uncertainty QuantificationLocation L2 Overall
Coverage85.4
5
Uncertainty QuantificationLocation L1 Delayed
Covariance0.362
5
Uncertainty QuantificationLocation L1 Overall
Coverage87
5
Link PredictionLocation (test)
MRR0.563
5
Membership InferenceLocation-4
Delta AUC0.089
4
Membership InferenceLocation-3
Delta AUC0.072
4
Membership Inference AttackLocation
Attack Accuracy88.7
4
Model ExtractionLocation (DN)
Test Accuracy60.8
4
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