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Benchmarks
PV Power Forecasting on Hebei province PV power dataset T = 24 (test)
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0.186
MSE
Solar-VLM
0.16532
0.30491
0.4445
0.58409
Apr 5, 2026
MSE
MAE
R2 Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
R2 Score
Solar-VLM
2026.04
0.186
0.221
93
TimeVLM
2026.04
0.304
0.317
88.2
SUNSET
2026.04
0.342
0.357
86.8
TimeLLM
2026.04
0.378
0.388
85.3
TimesNet
2026.04
0.407
0.412
84.2
Informer
2026.04
0.427
0.361
83.4
FEDformer
2026.04
0.458
0.481
82.2
LSTM
2026.04
0.703
0.508
72.7
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