Anomaly Detection on CASSANDRA held-out (test)
85.6AccuracyLSTM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LSTMSize=–2025.04 | 85.6 | 0.741 | 78.3 | |
| Perceiver (pre.)Size=m, Initialization=pre-trained2025.04 | 85.6 | 0.912 | 79.6 | |
| Ours (pre.)Size=l, Initialization=pre-trained2025.04 | 85 | 0.916 | 79.3 | |
| RNNSize=–2025.04 | 83.1 | 0.635 | 58.7 | |
| Perceiver (pre.)Size=s, Initialization=pre-trained2025.04 | 82.5 | 0.911 | 76.3 | |
| CNNSize=–2025.04 | 81.9 | 0.849 | 74.3 | |
| TransformerSize=–2025.04 | 80 | 0.774 | 67.2 | |
| Perceiver (r.e.)Size=s, Initialization=random encoder2025.04 | 75.6 | 0.747 | 55.9 | |
| Perceiver (r.e.)Size=m, Initialization=random encoder2025.04 | 75.6 | 0.734 | 55.9 |