Timeseries Forecasting on USDA Corn
0.0235MAEXGBoost + Llama 3.1 8B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGBoost + Llama 3.1 8BBaseline=XGBoost, Refinement Model=Llama 3.1 8B2026.05 | 0.0235 | 0.0714 | 0.9716 | |
| Random Forest + Llama 3.1 8BBaseline=Random Forest, Refinement Model=Llama 3.1 8B2026.05 | 0.0236 | 0.0654 | 0.9711 | |
| XGBoost + Qwen 2.5 7BBaseline=XGBoost, Refinement Model=Qwen 2.5 7B2026.05 | 0.0239 | 0.0708 | 0.9887 | |
| XGBoost (Baseline)Baseline=XGBoost, Refinement Model=None (Baseline)2026.05 | 0.0244 | 0.0721 | 0.9964 | |
| XGBoost + LLaVA 13BBaseline=XGBoost, Refinement Model=LLaVA 13B2026.05 | 0.0257 | 0.0801 | 1.0489 | |
| Random Forest + Qwen 2.5 7BBaseline=Random Forest, Refinement Model=Qwen 2.5 7B2026.05 | 0.0259 | 0.0661 | 1.0648 | |
| Random Forest (Baseline)Baseline=Random Forest, Refinement Model=None (Baseline)2026.05 | 0.0265 | 0.0646 | 1.0843 | |
| Random Forest + LLaVA 13BBaseline=Random Forest, Refinement Model=LLaVA 13B2026.05 | 0.0292 | 0.0765 | 1.2049 | |
| Moirai2 + Llama 3.1 8BBaseline=Moirai2, Refinement Model=Llama 3.1 8B2026.05 | 0.0379 | 0.099 | 1.629 | |
| Moirai2 + Qwen 2.5 7BBaseline=Moirai2, Refinement Model=Qwen 2.5 7B2026.05 | 0.0427 | 0.1067 | 1.8395 | |
| Moirai2 + LLaVA 13BBaseline=Moirai2, Refinement Model=LLaVA 13B2026.05 | 0.0487 | 0.1178 | 2.1146 | |
| Moirai2 (Baseline)Baseline=Moirai2, Refinement Model=None (Baseline)2026.05 | 0.05 | 0.1182 | 2.1705 |