Anomaly Detection on TMQA OPE
53.2AccuracyT3LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| T3LLMworker_llm=DeepSeek-R1, student_llm=Qwen2.5-14B-Instruct, fine_tune_method=LoRA, lora_rank=64, lora_alpha=1282025.12 | 53.2 | 49.4 | |
| TSCoT+2025.12 | 52.6 | 40.5 | |
| TSCoT2025.12 | 51.3 | 39.3 | |
| ChatTime2025.12 | 48.9 | 41.7 | |
| Time-MQAimplementation=our implementation2025.12 | 43.2 | 37.1 | |
| TSTxt2025.12 | 39.8 | 36.8 | |
| ChatTS2025.12 | 31.3 | 29.9 | |
| TSEnc2025.12 | 28.6 | 24.6 |