Event Anomaly Detection on Analyst
95.7AccuracyGraphLogDebugger
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GraphLogDebuggerGFLOPs=8.97, Throughput (it/s)=1037.6 ± 286.22025.12 | 95.7 | 92.1 | 100 | 95.9 | |
| MLPGFLOPs=5.58, Throughput (it/s)=1996.0 ± 454.02025.12 | 94.8 | 92.2 | 98 | 95 | |
| RAGBackbone=GPT-oss-20b, k (retrieved examples)=10, GFLOPs=~ 10^4, Throughput (it/s)=0.149 ± 0.0142025.12 | 80.3 | 79.8 | 81.3 | 80.5 | |
| RAGBackbone=GPT-oss-20b, k (retrieved examples)=5, GFLOPs=~ 10^4, Throughput (it/s)=0.145 ± 0.0182025.12 | 77 | 77.1 | 77.3 | 77.2 | |
| RAGBackbone=Llama3-70b, k (retrieved examples)=5, GFLOPs=~ 10^5, Throughput (it/s)=0.204 ± 0.0092025.12 | 40.8 | 42.6 | 52.7 | 47.1 | |
| RAGBackbone=Llama3-70b, k (retrieved examples)=10, GFLOPs=~ 10^5, Throughput (it/s)=0.204 ± 0.0152025.12 | 37.7 | 40 | 49.3 | 44.2 |