MTBench Temperature Forecasting (14-day)
5.026MSETimeART
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeARTType=Open2026.01 | 5.026 | 1.782 | |
| TimeClaw2026.05 | 13.525 | 2.744 | |
| GPT-5.42026.05 | 20.984 | 3.47 | |
| ChatTS 7BType=open2026.01 | 23.75 | 3.742 | |
| Qwen-32026.05 | 24.81 | 3.85 | |
| Qwen-3M2026.05 | 24.81 | 3.84 | |
| ClaudeType=closed2026.01 | 25.08 | 3.75 | |
| GeminiType=closed2026.01 | 29.47 | 4.03 | |
| Gemini2026.05 | 29.47 | 4.03 | |
| DeepSeek-R1 7BType=open2026.01 | 32.732 | 4.491 | |
| Llama-3M2026.05 | 33.91 | 4.53 | |
| Llama-32026.05 | 35.43 | 4.67 | |
| GPT-4oType=closed2026.01 | 40.43 | 4.49 | |
| GPT-4o2026.05 | 40.43 | 4.49 | |
| Qwen3 8BType=open2026.01 | 49.084 | 5.474 | |
| DeepSeekType=closed2026.01 | 101.28 | 6.61 | |
| DeepSeek2026.05 | 101.28 | 6.61 |