Event-aware Forecasting (ID)
97.4Success Rate (%)GPT-4.1-2025-04-14
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-4.1-2025-04-142025.09 | 97.4 | 13.79 | |
| TIMEOMNI-1Base LLM=Qwen2.5-Instruct-7B2025.09 | 93.8 | 14.3 | |
| GPT-4.1-Nano2025.09 | 92.8 | 18.98 | |
| Llama-3.1-70B-Instruct2025.09 | 92.8 | 24.67 | |
| Mistral-Small-3.1-24B-Ins2025.09 | 72 | 17.28 | |
| Qwen2.5-Instruct-7B2025.09 | 53.1 | 23.28 | |
| Llama-3.1-8B-Instruct2025.09 | 52.91 | 27.68 | |
| Time-R1Base LLM=Qwen2.5-Instruct-7B2025.09 | 38.7 | 17.61 | |
| Time-MQABase LLM=Qwen2.5-7B2025.09 | 12.2 | 19.76 | |
| Mistral-7B-v0.32025.09 | 5.3 | — | |
| Time-MQABase LLM=Llama3-8B2025.09 | 1.4 | — | |
| Time-MQABase LLM=Mistral-7B-v0.32025.09 | 0.2 | — | |
| ChatTS2025.09 | 0 | — |