Fault Diagnosis on Tennessee Eastman process (TEP) dataset (test) benchmark leaderboard · SOTA2 Research

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

100FDRLGF-MLTG

Evaluation Results

Method	Links
LGF-MLTG2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
GF-CNN2026.04		100	100	100
ST-GCN2026.04		100	99.5	99.7
ANN2026.04		100	100	100
LGF-MLTG2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
GF-CNN2026.04		100	100	100
ST-GCN2026.04		100	100	100
GAT2026.04		100	100	100
ANN2026.04		100	100	100
LGF-MLTG2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
GF-CNN2026.04		100	99	99.5
ST-GCN2026.04		100	98.5	99.2
ANN2026.04		100	96.6	98.3
LGF-MLTG2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
GF-CNN2026.04		100	100	100
ANN2026.04		100	98	99
LGF-MLTG2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
GF-CNN2026.04		100	100	100
ST-GCN2026.04		100	100	100
GAT2026.04		100	94.3	97.1
ANN2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
GF-CNN2026.04		100	100	100
ST-GCN2026.04		100	99.5	99.7
ANN2026.04		100	99.5	99.8
LGF-MLTG2026.04		100	99	99.5
LSTM-CNN2026.04		100	99	99.5
GF-CNN2026.04		100	100	100
LGF-MLTG2026.04		100	99	99.5
GF-CNN2026.04		100	100	100
LGF-MLTG2026.04		100	100	100
LGF-MLTG2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
GF-CNN2026.04		100	100	100
ST-GCN2026.04		100	99.5	99.7
GAT2026.04		100	100	100
ANN2026.04		100	99.5	99.8
LSTM-CNN2026.04		100	100	100
LGF-MLTG2026.04		100	93	96.4
LSTM-CNN2026.04		100	93.8	96.8
GF-CNN2026.04		100	93.9	96.9
ST-GCN2026.04		100	94	96.9
ANN2026.04		100	93.9	96.9
LGF-MLTG2026.04		100	100	100
GF-CNN2026.04		100	99.5	99.8
ST-GCN2026.04		100	100	100
LGF-MLTG2026.04		100	100	100
LSTM-CNN2026.04		100	100	100
LGF-MLTG2026.04		99.5	100	99.7
LSTM-CNN2026.04		99.5	100	99.7
LSTM-CNN2026.04		99.5	100	99.7
GF-CNN2026.04		99.5	100	99.7
LSTM-CNN2026.04		99.5	100	99.7
GF-CNN2026.04		99.5	100	99.7
GAT2026.04		99	66.9	79.8
ANN2026.04		99	99.5	99.2
GF-CNN2026.04		99	99	99
ANN2026.04		99	100	99.5
LGF-MLTG2026.04		99	99.5	99.2
GAT2026.04		98.9	100	99.5
LGF-MLTG2026.04		98.5	95.6	97
ST-GCN2026.04		98.5	97.5	98
GAT2026.04		98.5	97.5	98
ST-GCN2026.04		98.5	98	98.2
ST-GCN2026.04		98.5	100	99.2
GF-CNN2026.04		98.5	98	98.3
GF-CNN2026.04		98.5	99.5	99
GAT2026.04		98	86.7	92
ST-GCN2026.04		98	100	99
ANN2026.04		98	99.5	98.7
LGF-MLTG2026.04		97.5	94.2	95.8
ST-GCN2026.04		97.5	99.5	98.5
ANN2026.04		97.3	96.8	97
LGF-MLTG2026.04		96.6	96.7	96.6
GF-CNN2026.04		96.5	60.1	74
GAT2026.04		96.5	99.5	98
LSTM-CNN2026.04		96.4	97.4	96.9
LGF-MLTG2026.04		96	98	97
LSTM-CNN2026.04		95.4	97.9	96.6
ST-GCN2026.04		95.1	82.6	88.4
GAT2026.04		95.1	82.6	88.4
ST-GCN2026.04		95	97.1	96
LSTM-CNN2026.04		94.1	94.3	94.2
GF-CNN2026.04		94	100	96.9
ST-GCN2026.04		93.4	94.2	93.4
LSTM-CNN2026.04		93.3	100	96.6
GF-CNN2026.04		92.7	94.4	92.1
LGF-MLTG2026.04		92.5	100	96.1
GAT2026.04		92.5	93.9	93.2
ST-GCN2026.04		92	95.8	93.9
GAT2026.04		91.5	77.9	84.1
ST-GCN2026.04		91.5	87.1	89.3
ANN2026.04		91	100	95.3
GAT2026.04		90.5	100	95
ANN2026.04		90	88.2	89.1