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Timeseries Forecasting on USDA Corn

0.0235MAE

XGBoost + Llama 3.1 8B

Updated 21d ago

Evaluation Results

Method	Links
XGBoost + Llama 3.1 8B 2026.05		0.0235	0.0714	0.9716
Random Forest + Llama 3.1 8B 2026.05		0.0236	0.0654	0.9711
XGBoost + Qwen 2.5 7B 2026.05		0.0239	0.0708	0.9887
XGBoost (Baseline) 2026.05		0.0244	0.0721	0.9964
XGBoost + LLaVA 13B 2026.05		0.0257	0.0801	1.0489
Random Forest + Qwen 2.5 7B 2026.05		0.0259	0.0661	1.0648
Random Forest (Baseline) 2026.05		0.0265	0.0646	1.0843
Random Forest + LLaVA 13B 2026.05		0.0292	0.0765	1.2049
Moirai2 + Llama 3.1 8B 2026.05		0.0379	0.099	1.629
Moirai2 + Qwen 2.5 7B 2026.05		0.0427	0.1067	1.8395
Moirai2 + LLaVA 13B 2026.05		0.0487	0.1178	2.1146
Moirai2 (Baseline) 2026.05		0.05	0.1182	2.1705