Causality Discovery on Causality Discovery (ID)
100Success RateLlama-3.1-70B-Instruct
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Llama-3.1-70B-Instruct2025.09 | 100 | 23.4 | |
| Mistral-Small-3.1-24B-Ins2025.09 | 100 | 24.6 | |
| GPT-4.1-2025-04-142025.09 | 99.9 | 28.7 | |
| Qwen2.5-Instruct-7B2025.09 | 99.8 | 21.6 | |
| TIMEOMNI-1Base LLM=Qwen2.5-Instruct-7B2025.09 | 99.8 | 69.3 | |
| GPT-4.1-Nano2025.09 | 98.6 | 29.8 | |
| Mistral-7B-v0.32025.09 | 86 | 29 | |
| Time-R1Base LLM=Qwen2.5-Instruct-7B2025.09 | 53.8 | 30.2 | |
| Time-MQABase LLM=Mistral-7B-v0.32025.09 | 50.2 | 8.4 | |
| Time-MQABase LLM=Llama3-8B2025.09 | 44.3 | 30.1 | |
| Time-MQABase LLM=Qwen2.5-7B2025.09 | 33 | 29.5 | |
| ChatTS2025.09 | 30.1 | 18.2 | |
| Llama-3.1-8B-Instruct2025.09 | 3.7 | — |