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Solar Power Forecasting on Solar power forecasting dataset (test)

1.73Percentage Error

SolarTformer

Updated 1mo ago

Evaluation Results

Method	Links
SolarTformer 2026.04		1.73
GRU + multi-timescale fluctuation aggregation (MFA) Attention 2026.04		2.41
GRU 2026.04		2.44
LSTM-CNN 2026.04		2.62
LSTM-CNN + MFA Attention 2026.04		2.63
TinyML 2026.04		4.51
Similar Day - Backpropagation Neural Network + AdaBoost - Grey-Markov (SD-BPA-GM) 2026.04		4.84
Similar Day 1DCNN-LSTM + LightGBM (SD-CL-LGBM) 2026.04		5.17
Hybrid Inception-ResNet + Informer 2026.04		5.8
LSTM 2026.04		6.65
Hybrid Inception-ResNet + Informer 2026.04		6.95
Hybrid Inception-ResNet + Informer 2026.04		8.17
SD-BPA-GM 2026.04		8.49
Hybrid Inception-ResNet + Informer 2026.04		8.81
BP 2026.04		11.62
CNN 2026.04		16.57
Generalized Spatio-Temporal Artificial Neural Network (GSTANN) 2026.04		38
SVM 2026.04		45