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Early Anomaly Detection on PSML multimodal dataset 10% noise (test)

79Accuracy (Acc)MS-SVDD-ω9
39.4849.746070.26Feb 18, 2025

Evaluation results

MethodLinks
MS-SVDD-ω9Strat=AND, Evaluation Protocol=Non-linear2025.02798968747811.8781.4884.1386259
MS-SVDD-ω7Strat=UNI1, Evaluation Protocol=Non-linear2025.0278946372773.8670.7553.5425865
MS-SVDD-ω8Strat=UNI1, Evaluation Protocol=Non-linear2025.02779362717614.7040.8493.5326865
MS-SVDD-ω3Strat=UNI1, Evaluation Protocol=Non-linear2025.0273935266705.040.5091.1643689
MS-SVDD-ω5Strat=AND, Evaluation Protocol=Non-linear2025.0272895466703.1250.3781.6623884
MS-SVDD-ω1Strat=UNI1, Evaluation Protocol=Non-linear2025.0271954764672.7720.7650.9623891
MS-SVDD-ω4Strat=UNI1, Evaluation Protocol=Non-linear2025.0270964463653.8890.5091.1663489
MS-SVDD-ω6Strat=UNI1, Evaluation Protocol=Non-linear2025.0270944563655.9890.5221.1643689
MS-SVDD-ω0Strat=AND, Evaluation Protocol=Non-linear2025.0267884662643.4770.5971.3722887
MS-SVDD-ω2Strat=AND, Evaluation Protocol=Non-linear2025.0267904562634.5280.7731.5762485
CCSSVDDStrat=AND, Evaluation Protocol=Non-linear2025.02538423524460.9561.4232.8901072
CCSSVDDStrat=UNI1, Evaluation Protocol=Linear2025.02529211513238.9510.011—10000
OCSVMEvaluation Protocol=Non-linear2025.025010005000.9910.1529.29468
MS-SVDD-ω9Strat=UNI1, Evaluation Protocol=Linear2025.0249851249328.0350.027—10000
OCSVMEvaluation Protocol=Linear2025.0248831449340.0030.002—10000
MS-SVDD-ω1Strat=UNI1, Evaluation Protocol=Linear2025.0248831249320.4820.01—10000
MS-SVDD-ω4Strat=UNI1, Evaluation Protocol=Linear2025.0248831349330.4250.01—10000
MS-SVDD-ω7Strat=UNI1, Evaluation Protocol=Linear2025.0248851249320.8490.007—10000
MS-SVDD-ω8Strat=UNI1, Evaluation Protocol=Linear2025.0248851049299.580.012—10000
MS-SVDD-ω0Strat=AND, Evaluation Protocol=Linear2025.0241711144280.1240.003—10000
MS-SVDD-ω2Strat=AND, Evaluation Protocol=Linear2025.0241721145280.4560.011—10000
MS-SVDD-ω3Strat=AND, Evaluation Protocol=Linear2025.0241711144280.2490.007—10000
MS-SVDD-ω5Strat=AND, Evaluation Protocol=Linear2025.0241721145280.4060.01—10000
MS-SVDD-ω6Strat=AND, Evaluation Protocol=Linear2025.0241711144281.0710.007—10000