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Benchmarks
Traffic Prediction on Milan telecommunications SMS-IN
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0.1409
MAE
U-STS-LLM
0.124708
0.234004
0.3433
0.452596
May 12, 2026
MAE
RMSE
Updated 21d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
U-STS-LLM
2026.05
0.1409
0.2872
Timesnet
2026.05
0.2006
0.3825
LSTM
2026.05
0.2077
0.4182
GPT4ST
2026.05
0.2144
0.437
ST-LLM
2026.05
0.2158
0.4637
ConvLSTM
2026.05
0.2225
0.483
ST-LLM+
2026.05
0.223
0.4557
STGCN
2026.05
0.2395
0.4906
GCNGPT
2026.05
0.2578
0.5124
GATGPT
2026.05
0.2592
0.5059
DLinear
2026.05
0.5457
0.6929
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