Time Series Anomaly Detection on VisualTimeAnomaly Point 1.0 (test)
55.4PrecisionTSAD-Agents
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TSAD-AgentsBackbone=Gemini2025.02 | 55.4 | 81.9 | 65.4 | |
| iForest2025.02 | 44.4 | 97.7 | 62.1 | |
| TAMA2025.02 | 19.3 | 7.1 | 10.2 | |
| LLMAD2025.02 | 15.3 | 3.2 | 5.4 | |
| SIGLLM2025.02 | 14 | 8.7 | 10.7 | |
| PromptingBackbone=Gemini2025.02 | 11.2 | 2.2 | 3.5 | |
| OCSVM2025.02 | 10 | 97.1 | 18 | |
| TranAD2025.02 | 5.3 | 97.9 | 10.1 | |
| OmniAnomaly2025.02 | 5.2 | 83.3 | 9.7 | |
| THOC2025.02 | 3.6 | 73 | 7.1 |