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Novelty Detection on LSST Scenario 4 v1 (test)

70.7AUROC

Neural SDDE

Updated 16d ago

Evaluation Results

Method	Links
Neural SDDE 2025.08		70.7	93.2
ODE-RNN 2025.08		61.6	90.1
BiLSTM 2025.08		61.1	90.5
LSTM 2025.08		60.6	90.3
GRU 2025.08		59.2	90
GRU-Δt 2025.08		59.1	89.5
TGLSTM 2025.08		58.9	89.7
ODE-LSTM 2025.08		58.3	89
GRU-D 2025.08		57.5	88.9
Neural LSDE 2025.08		54.2	87.7
Neural SDE 2025.08		53.4	87.1
PLSTM 2025.08		52.9	87.8
Neural RDE 2025.08		52.9	86.3
TLSTM 2025.08		52.8	87.1
GRU-Simple 2025.08		52.5	87.2
SDE-Delay-Net 2025.08		52.1	86.6
Neural DDE 2025.08		52	86.6
Neural ODE 2025.08		51.2	86.5
RNN 2025.08		50.3	86.7
Neural CDE 2025.08		48.3	85.5
GRU-ODE 2025.08		47.2	84.3