Timeseries Forecasting on Angus Strawberry
0.0105MAEXGBoost + Llama 3.1 8B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGBoost + Llama 3.1 8BBaseline=XGBoost, Refinement Model=Llama 3.1 8B2026.05 | 0.0105 | 0.0399 | 1.7454 | |
| Random Forest + Llama 3.1 8BBaseline=Random Forest, Refinement Model=Llama 3.1 8B2026.05 | 0.011 | 0.0365 | 2.0304 | |
| XGBoost + Qwen 2.5 7BBaseline=XGBoost, Refinement Model=Qwen 2.5 7B2026.05 | 0.0111 | 0.0404 | 2.0965 | |
| Moirai2 + Llama 3.1 8BBaseline=Moirai2, Refinement Model=Llama 3.1 8B2026.05 | 0.0123 | 0.0446 | 1.3868 | |
| XGBoost + LLaVA 13BBaseline=XGBoost, Refinement Model=LLaVA 13B2026.05 | 0.0124 | 0.0415 | 3.7192 | |
| XGBoost (Baseline)Baseline=XGBoost, Refinement Model=None (Baseline)2026.05 | 0.0131 | 0.0433 | 3.9313 | |
| Random Forest + Qwen 2.5 7BBaseline=Random Forest, Refinement Model=Qwen 2.5 7B2026.05 | 0.0132 | 0.0381 | 5.1964 | |
| Moirai2 + Qwen 2.5 7BBaseline=Moirai2, Refinement Model=Qwen 2.5 7B2026.05 | 0.014 | 0.0481 | 1.5707 | |
| Random Forest + LLaVA 13BBaseline=Random Forest, Refinement Model=LLaVA 13B2026.05 | 0.0147 | 0.0404 | 5.5686 | |
| Moirai2 + LLaVA 13BBaseline=Moirai2, Refinement Model=LLaVA 13B2026.05 | 0.0152 | 0.05 | 1.689 | |
| Random Forest (Baseline)Baseline=Random Forest, Refinement Model=None (Baseline)2026.05 | 0.0153 | 0.041 | 5.9036 | |
| Moirai2 (Baseline)Baseline=Moirai2, Refinement Model=None (Baseline)2026.05 | 0.0161 | 0.0519 | 1.7834 |