Time Series Anomaly Detection on VisualTimeAnomaly Irr-Range 1.0 (test)
32PrecisionTSAD-Agents
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TSAD-AgentsBackbone=Gemini2025.02 | 32 | 41 | 36.5 | |
| LLMAD2025.02 | 27.8 | 19.2 | 22.6 | |
| PromptingBackbone=Gemini2025.02 | 27.2 | 45.2 | 30.8 | |
| THOC2025.02 | 12.4 | 35.7 | 17.9 | |
| SIGLLM2025.02 | 10.5 | 18.4 | 13.4 | |
| TAMA2025.02 | 8.9 | 15.3 | 11.4 | |
| iForest2025.02 | 7.9 | 76.7 | 14 | |
| TranAD2025.02 | 7.9 | 13.3 | 10 | |
| OmniAnomaly2025.02 | 7.1 | 25.8 | 11.2 | |
| OCSVM2025.02 | 5.6 | 69.3 | 10.2 |