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Papers Benchmarks Datasets Tasks

Short-Term Load Forecasting research benchmarks · SOTA2 Research

Short-Term Load Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Lightweight Multi-View Approach

5.6MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

0.055MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

5.56MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

2.57MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

2.32MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

2.29MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

1.08MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

1.07MAPE

5

Feb 26, 2026

Lightweight Multi-View Approach

1.05MAPE

5

Feb 26, 2026

IESO 7d horizon

Lightweight Multi-View Approach

1.3MAPE

5

Feb 26, 2026

IESO 2d horizon

Lightweight Multi-View Approach

1.29MAPE

5

Feb 26, 2026

IESO 1d horizon

Lightweight Multi-View Approach

1.27MAPE

5

Feb 26, 2026

Transformer + SB post-proc.

2.7MAPE

1

May 18, 2026

30MSE Relative Change

1

May 18, 2026

Temporal Fusion Transformer

4MAPE

1

May 18, 2026

Seq2seq + attention

4.2MAPE

1

May 18, 2026

7MAPE

1

May 18, 2026

Popular datasets

IESO HQ CDN REM Synthetic

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