Event-aware Forecasting on Event-aware Forecasting (OOD)
97SRLlama-3.1-70B-Instruct
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Llama-3.1-70B-Instruct2025.09 | 97 | 238.98 | |
| TIMEOMNI-1Base LLM=Qwen2.5-Instruct-7B2025.09 | 82.3 | 145.53 | |
| GPT-4.1-2025-04-142025.09 | 76.1 | 170.78 | |
| GPT-4.1-Nano2025.09 | 76.1 | 170.78 | |
| Qwen2.5-Instruct-7B2025.09 | 55.46 | 146.12 | |
| Mistral-Small-3.1-24B-Ins2025.09 | 43.4 | 120.97 | |
| Llama-3.1-8B-Instruct2025.09 | 29.8 | 186.8 | |
| Time-MQABase LLM=Qwen2.5-7B2025.09 | 6.5 | — | |
| Time-R1Base LLM=Qwen2.5-Instruct-7B2025.09 | 6.3 | — | |
| Time-MQABase LLM=Llama3-8B2025.09 | 0.4 | — | |
| Mistral-7B-v0.32025.09 | 0 | — | |
| Time-MQABase LLM=Mistral-7B-v0.32025.09 | 0 | — | |
| ChatTS2025.09 | 0 | — |