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Benchmarks
Traffic Prediction on Milan telecommunications CALL-IN
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0.1477
MAE
U-STS-LLM
0.131224
0.242437
0.35365
0.464863
May 12, 2026
MAE
RMSE
Updated 21d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
U-STS-LLM
2026.05
0.1477
0.2784
LSTM
2026.05
0.2094
0.3991
GPT4ST
2026.05
0.2145
0.4293
Timesnet
2026.05
0.2195
0.4284
ST-LLM
2026.05
0.2258
0.467
ConvLSTM
2026.05
0.2329
0.4725
ST-LLM+
2026.05
0.2358
0.473
STGCN
2026.05
0.2391
0.4601
GCNGPT
2026.05
0.2585
0.4941
GATGPT
2026.05
0.261
0.4913
DLinear
2026.05
0.5596
0.7445
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