Causality Discovery OOD Evaluation
100Success RateGPT-4.1-2025-04-14
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-4.1-2025-04-142025.09 | 100 | 35.9 | |
| Mistral-Small-3.1-24B-Ins2025.09 | 100 | 25.8 | |
| Qwen2.5-Instruct-7B2025.09 | 100 | 26.3 | |
| Llama-3.1-70B-Instruct2025.09 | 99.9 | 28.9 | |
| TIMEOMNI-1Base LLM=Qwen2.5-Instruct-7B2025.09 | 99.8 | 64 | |
| GPT-4.1-Nano2025.09 | 98.4 | 28 | |
| Mistral-7B-v0.32025.09 | 82.6 | 26.9 | |
| Time-MQABase LLM=Mistral-7B-v0.32025.09 | 52.2 | 4 | |
| Time-R1Base LLM=Qwen2.5-Instruct-7B2025.09 | 48.9 | 31.4 | |
| Time-MQABase LLM=Llama3-8B2025.09 | 37.2 | 31.2 | |
| Time-MQABase LLM=Qwen2.5-7B2025.09 | 32 | 30.5 | |
| ChatTS2025.09 | 26.7 | 18.6 | |
| Llama-3.1-8B-Instruct2025.09 | 1.9 | — |