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bike

Benchmarks

Task NameDataset NameSOTA ResultTrend
Marginal Likelihood EstimationBIKE (mean over 10 splits)
Test Log-Likelihood2.15
12
Edge flow predictionBike (test)
RMSE0.029
10
Selective Regressionbike (test)
Conditional Large-Loss Rate19
6
Physical Consistency AnalysisBike (test)
Final Divergence Residual2.37
5
Conformal PredictionBike
Empirical Coverage90
4
Regressionbike (test)
Max Conditional Coverage Deviation (%)4.925
4
RegressionBIKE
RMSE0.04
3
IND-CPA DistinguishabilityBIKE (val)
Accuracy50.05
2
Ciphertext ClassificationBIKE combined with Plaintext
Accuracy50.06
2
Ciphertext ClassificationBIKE combined with Plain RSA
Accuracy50.26
2
Ciphertext ClassificationBIKE combined with RSA OAEP
Accuracy50.2
2
RegressionBike Hour
R^20.96
2
RegressionBike Day
R^20.98
2
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