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Anomaly Detection on WSD (test)

0.91F1 Score

CS-LSTMs

Updated 4d ago

Evaluation Results

Method	Links
CS-LSTMs 2026.02		0.91	0.898	0.921	0.857	0.891	0.825
CS-LSTMs 2026.02		0.897	0.927	0.868	-	-	-
CS-LSTMs 2026.02		0.883	0.92	0.848	-	-	-
FCVAE 2026.02		0.859	0.833	0.886	-	-	-
FCVAE 2026.02		0.829	0.916	0.759	-	-	-
FCVAE 2026.02		0.805	0.757	0.85	0.696	0.562	0.913
KAN-AD 2026.02		0.756	0.881	0.663	0.68	0.84	0.572
KAN-AD 2026.02		0.754	0.893	0.652	-	-	-
Anomaly-Transformer 2026.02		0.746	0.616	0.945	-	-	-
KAN-AD 2026.02		0.743	0.883	0.641	-	-	-
Anomaly-Transformer 2026.02		0.731	0.598	0.94	-	-	-
Anomaly-Transformer 2026.02		0.728	0.861	0.63	0.137	0.144	0.129
Anotransfer 2026.02		0.674	0.695	0.654	0.379	0.331	0.444
TFAD 2026.02		0.635	0.57	0.717	-	-	-
TFAD 2026.02		0.628	0.541	0.75	0.455	0.431	0.482
TFAD 2026.02		0.615	0.554	0.69	-	-	-
Informer 2026.02		0.571	0.552	0.591	-	-	-
Informer 2026.02		0.564	0.545	0.584	-	-	-
Informer 2026.02		0.557	0.532	0.583	0.393	0.402	0.385
SPOT 2026.02		0.472	0.947	0.315	0.237	0.887	0.137
VQRAE 2026.02		0.312	0.518	0.233	0.103	0.241	0.066
DONUT 2026.02		0.224	0.263	0.195	0.158	0.199	0.131
SRCNN 2026.02		0.17	0.093	0.903	0.053	0.028	0.361