Time Series Anomaly Detection on VisualTimeAnomaly Irr-Point 1.0 (test)
17.6PrecisionTSAD-Agents
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TSAD-AgentsBackbone=Gemini2025.02 | 17.6 | 67.5 | 29 | |
| iForest2025.02 | 16 | 98.8 | 27.2 | |
| LLMAD2025.02 | 13.6 | 3 | 4.8 | |
| PromptingBackbone=Gemini2025.02 | 10.6 | 1.4 | 2.4 | |
| OCSVM2025.02 | 7.5 | 96.4 | 14.1 | |
| TAMA2025.02 | 5.4 | 10.7 | 7.1 | |
| SIGLLM2025.02 | 5.1 | 19.1 | 8.2 | |
| TranAD2025.02 | 4.9 | 23.6 | 8.2 | |
| OmniAnomaly2025.02 | 4.2 | 34.8 | 7.5 | |
| THOC2025.02 | 3.4 | 29.2 | 6.1 |