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Fault Diagnosis on Tennessee Eastman process (TEP) dataset (test)

100FDR

LGF-MLTG

Updated 1mo ago

Evaluation Results

Method
LGF-MLTG 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
GF-CNN 2026.04	100	100	100
ST-GCN 2026.04	100	99.5	99.7
ANN 2026.04	100	100	100
LGF-MLTG 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
GF-CNN 2026.04	100	100	100
ST-GCN 2026.04	100	100	100
GAT 2026.04	100	100	100
ANN 2026.04	100	100	100
LGF-MLTG 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
GF-CNN 2026.04	100	99	99.5
ST-GCN 2026.04	100	98.5	99.2
ANN 2026.04	100	96.6	98.3
LGF-MLTG 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
GF-CNN 2026.04	100	100	100
ANN 2026.04	100	98	99
LGF-MLTG 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
GF-CNN 2026.04	100	100	100
ST-GCN 2026.04	100	100	100
GAT 2026.04	100	94.3	97.1
ANN 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
GF-CNN 2026.04	100	100	100
ST-GCN 2026.04	100	99.5	99.7
ANN 2026.04	100	99.5	99.8
LGF-MLTG 2026.04	100	99	99.5
LSTM-CNN 2026.04	100	99	99.5
GF-CNN 2026.04	100	100	100
LGF-MLTG 2026.04	100	99	99.5
GF-CNN 2026.04	100	100	100
LGF-MLTG 2026.04	100	100	100
LGF-MLTG 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
GF-CNN 2026.04	100	100	100
ST-GCN 2026.04	100	99.5	99.7
GAT 2026.04	100	100	100
ANN 2026.04	100	99.5	99.8
LSTM-CNN 2026.04	100	100	100
LGF-MLTG 2026.04	100	93	96.4
LSTM-CNN 2026.04	100	93.8	96.8
GF-CNN 2026.04	100	93.9	96.9
ST-GCN 2026.04	100	94	96.9
ANN 2026.04	100	93.9	96.9
LGF-MLTG 2026.04	100	100	100
GF-CNN 2026.04	100	99.5	99.8
ST-GCN 2026.04	100	100	100
LGF-MLTG 2026.04	100	100	100
LSTM-CNN 2026.04	100	100	100
LGF-MLTG 2026.04	99.5	100	99.7
LSTM-CNN 2026.04	99.5	100	99.7
LSTM-CNN 2026.04	99.5	100	99.7
GF-CNN 2026.04	99.5	100	99.7
LSTM-CNN 2026.04	99.5	100	99.7
GF-CNN 2026.04	99.5	100	99.7
GAT 2026.04	99	66.9	79.8
ANN 2026.04	99	99.5	99.2
GF-CNN 2026.04	99	99	99
ANN 2026.04	99	100	99.5
LGF-MLTG 2026.04	99	99.5	99.2
GAT 2026.04	98.9	100	99.5
LGF-MLTG 2026.04	98.5	95.6	97
ST-GCN 2026.04	98.5	97.5	98
GAT 2026.04	98.5	97.5	98
ST-GCN 2026.04	98.5	98	98.2
ST-GCN 2026.04	98.5	100	99.2
GF-CNN 2026.04	98.5	98	98.3
GF-CNN 2026.04	98.5	99.5	99
GAT 2026.04	98	86.7	92
ST-GCN 2026.04	98	100	99
ANN 2026.04	98	99.5	98.7
LGF-MLTG 2026.04	97.5	94.2	95.8
ST-GCN 2026.04	97.5	99.5	98.5
ANN 2026.04	97.3	96.8	97
LGF-MLTG 2026.04	96.6	96.7	96.6
GF-CNN 2026.04	96.5	60.1	74
GAT 2026.04	96.5	99.5	98
LSTM-CNN 2026.04	96.4	97.4	96.9
LGF-MLTG 2026.04	96	98	97
LSTM-CNN 2026.04	95.4	97.9	96.6
ST-GCN 2026.04	95.1	82.6	88.4
GAT 2026.04	95.1	82.6	88.4
ST-GCN 2026.04	95	97.1	96
LSTM-CNN 2026.04	94.1	94.3	94.2
GF-CNN 2026.04	94	100	96.9
ST-GCN 2026.04	93.4	94.2	93.4
LSTM-CNN 2026.04	93.3	100	96.6
GF-CNN 2026.04	92.7	94.4	92.1
LGF-MLTG 2026.04	92.5	100	96.1
GAT 2026.04	92.5	93.9	93.2
ST-GCN 2026.04	92	95.8	93.9
GAT 2026.04	91.5	77.9	84.1
ST-GCN 2026.04	91.5	87.1	89.3
ANN 2026.04	91	100	95.3
GAT 2026.04	90.5	100	95
ANN 2026.04	90	88.2	89.1

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