Log Anomaly Detection on Hadoop Dataset
7.72Training Time (Overall, s)LSTM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LSTM2025.12 | 7.72 | 0.0011 | 0.14 | 0 | |
| Transformer2025.12 | 9.05 | 0.0013 | 0.09 | 0 | |
| Convolutional Neural Network2025.12 | 14.85 | 0.0022 | 0.07 | 0 | |
| Attentional BiLSTM2025.12 | 25.71 | 0.0037 | 0.21 | 0 | |
| CoLog2025.12 | 2,479.02 | 0.0108 | 124 | 0.0034 | |
| pylogsentiment2025.12 | 2,615.29 | 0.0114 | 94.78 | 0.0026 |