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Benchmarks
Temporal Forecasting on Enterprise Tables Stage 3 (Monthly)
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3.16
MAE
LightGBM (lags)
3.1016
3.4958
3.89
4.2842
Jun 13, 2026
MAE
R2
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
R2
LightGBM (lags)
Setting=Monthly
2026.06
3.16
-1.9
AutoGluon (lags)
Setting=Monthly
2026.06
3.16
-1.88
Chronos-small
Setting=Monthly
2026.06
4.03
-0.07
TIME-LLM
Setting=Monthly
2026.06
4.62
-0.22
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