Table 2 Results of resource prediction by different models on the DHVCD.

Models	Ours		LSTM		GRU		RNN		Transformers		Autoformer		Informer		Fedformer
Metric	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE
24	0.3918	0.4038	0.6523	0.5626	0.6542	0.5605	0.5408	0.5102	0.4934	0.5332	0.4737	0.5022	0.4284	0.4292	0.4165	0.4090
48	0.4013	0.4079	0.6670	0.5724	0.6621	0.5674	0.5612	0.5221	0.5003	0.5326	0.4964	0.5102	0.4368	0.4334	0.4273	0.4241
96	0.4383	0.4170	0.7306	0.6060	0.6793	0.5791	0.6578	0.5742	0.5502	0.5739	0.5348	0.5630	0.5109	0.5364	0.5010	0.5219
192	0.4522	0.4249	0.7573	0.6168	0.7258	0.6053	0.6804	0.5879	0.6099	0.6325	0.5769	0.6020	0.5217	0.5425	0.5140	0.5402
384	0.4662	0.4366	0.7902	0.6441	0.7479	0.6192	0.7015	0.5979	0.6119	0.6393	0.6170	0.6331	0.5400	0.5535	0.5363	0.5450

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