PriceForecast/yuanyoudataset/df_combined3.csv

1	ds	NHITS	Informer	LSTM	iTransformer	TSMixer	TSMixerx	PatchTST	RNN	GRU	TCN	BiTCN	DilatedRNN	MLP	DLinear	NLinear	TFT	StemGNN	MLPMultivariate	TiDE	DeepNPTS	y	min_within_quantile	max_within_quantile	min_model	max_model	NLinear_abs_error_rate	TiDE_abs_error_rate	GRU_abs_error_rate	TSMixer_abs_error_rate	PatchTST_abs_error_rate	TSMixerx_abs_error_rate	BiTCN_abs_error_rate	DLinear_abs_error_rate	TFT_abs_error_rate	LSTM_abs_error_rate	NHITS_abs_error_rate	MLP_abs_error_rate	DeepNPTS_abs_error_rate	Informer_abs_error_rate	TCN_abs_error_rate	MLPMultivariate_abs_error_rate	iTransformer_abs_error_rate	StemGNN_abs_error_rate	DilatedRNN_abs_error_rate	RNN_abs_error_rate	min_abs_error_rate_prediction	min_abs_error_rate_column_name
2	2024-02-12	81.1	80.12	82.53	78.83	81.21	81.32	81.88	58.13	81.47	78.99	81.16	85.07	80.63	80.9	81.98	79.33	79.14	80.38	81.65	81.61	81.51	81.21	81.98	TSMixer	NLinear	0.01	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.03	0.01	0.01	0.01	0.0	0.02	0.03	0.01	0.03	0.03	0.04	0.29	81.47	GRU
3	2024-02-13	80.91	79.76	82.42	78.88	81.48	81.32	81.4	58.13	81.43	79.35	81.28	85.01	81.26	81.28	81.32	79.36	79.26	80.45	81.54	81.49	82.07	81.32	81.54	NLinear	TiDE	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.03	0.0	0.01	0.01	0.01	0.03	0.03	0.02	0.04	0.03	0.04	0.29	82.42	LSTM
4	2024-02-14	81.96	80.9	82.9	80.89	81.9	82.09	82.64	58.13	81.99	79.73	82.05	85.61	82.81	82.01	82.36	79.56	79.41	81.04	82.25	82.07	80.99	81.9	82.64	TSMixer	PatchTST	0.02	0.02	0.01	0.01	0.02	0.01	0.01	0.01	0.02	0.02	0.01	0.02	0.01	0.0	0.02	0.0	0.0	0.02	0.06	0.28	81.04	MLPMultivariate
5	2024-02-15	81.39	80.91	81.97	80.61	81.33	81.47	82.44	58.13	81.11	79.48	81.42	84.74	81.42	81.22	80.77	80.72	79.49	80.33	81.34	80.99	82.16	80.77	82.44	NLinear	PatchTST	0.02	0.01	0.01	0.01	0.0	0.01	0.01	0.01	0.02	0.0	0.01	0.01	0.01	0.02	0.03	0.02	0.02	0.03	0.03	0.29	81.97	LSTM
6	2024-02-16	82.35	82.19	83.01	78.93	81.96	82.45	83.91	58.13	82.19	79.9	82.24	85.8	82.83	82.23	81.88	80.74	79.58	81.21	82.18	82.16	82.74	81.88	83.91	NLinear	PatchTST	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.02	0.0	0.0	0.0	0.01	0.01	0.03	0.02	0.05	0.04	0.04	0.3	82.83	MLP
7	2024-02-19	83.22	81.94	83.45	77.15	82.38	83.27	83.99	58.13	82.65	80.12	82.58	86.5	84.24	82.4	82.7	81.48	79.69	81.62	82.59	82.74	82.73	82.38	83.99	TSMixer	PatchTST	0.0	0.0	0.0	0.0	0.02	0.01	0.0	0.0	0.02	0.01	0.01	0.02	0.0	0.01	0.03	0.01	0.07	0.04	0.05	0.3	82.74	DeepNPTS
8	2024-02-20	83.85	81.78	83.42	77.51	82.59	83.28	83.26	58.13	82.63	80.19	82.33	86.6	84.06	82.95	82.42	81.81	79.81	81.76	82.46	82.73	81.5	82.42	83.26	NLinear	PatchTST	0.01	0.01	0.01	0.01	0.02	0.02	0.01	0.02	0.0	0.02	0.03	0.03	0.02	0.0	0.02	0.0	0.05	0.02	0.06	0.29	81.76	MLPMultivariate
9	2024-02-21	82.01	79.61	82.39	77.43	81.74	82.44	81.76	58.13	81.66	79.83	81.78	85.44	82.27	81.92	81.98	80.81	79.89	81.3	81.46	81.49	82.11	81.46	81.98	TiDE	NLinear	0.0	0.01	0.01	0.0	0.0	0.0	0.0	0.0	0.02	0.0	0.0	0.0	0.01	0.03	0.03	0.01	0.06	0.03	0.04	0.29	82.01	NHITS
10	2024-02-22	82.38	80.45	82.95	76.8	81.97	82.13	82.57	58.13	82.26	79.9	82.06	85.98	83.04	82.42	81.81	80.86	79.95	82.01	81.73	82.09	82.7	81.73	82.57	TiDE	PatchTST	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.0	0.02	0.0	0.0	0.0	0.01	0.03	0.03	0.01	0.07	0.03	0.04	0.3	82.57	PatchTST
11	2024-02-23	83.13	81.32	83.42	77.52	82.62	82.53	83.48	58.13	82.71	80.02	82.33	86.55	83.82	82.74	83.28	81.94	80.06	83.32	82.91	82.68	80.8	82.62	83.48	TSMixer	PatchTST	0.03	0.03	0.02	0.02	0.03	0.02	0.02	0.02	0.01	0.03	0.03	0.04	0.02	0.01	0.01	0.03	0.04	0.01	0.07	0.28	81.32	Informer
12	2024-02-26	81.0	79.9	81.79	77.18	81.69	81.15	81.73	58.13	81.08	79.54	81.27	84.79	81.57	81.18	80.77	81.0	80.15	81.64	81.58	80.82	81.67	80.77	81.73	NLinear	PatchTST	0.01	0.0	0.01	0.0	0.0	0.01	0.0	0.01	0.01	0.0	0.01	0.0	0.01	0.02	0.03	0.0	0.05	0.02	0.04	0.29	81.69	TSMixer
13	2024-02-27	81.58	79.91	82.61	77.58	81.86	81.56	82.49	58.13	81.92	79.81	81.7	85.44	82.1	81.84	81.93	82.11	80.26	81.63	82.28	81.57	82.66	81.86	82.49	TSMixer	PatchTST	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.01	0.03	0.03	0.01	0.06	0.03	0.03	0.3	82.61	LSTM
14	2024-02-28	81.6	81.16	83.41	77.27	82.34	81.98	82.8	58.13	82.69	80.13	82.03	86.44	81.66	82.2	82.9	82.98	80.42	81.75	82.73	82.13	82.15	82.34	82.9	TSMixer	NLinear	0.01	0.01	0.01	0.0	0.01	0.0	0.0	0.0	0.01	0.02	0.01	0.01	0.0	0.01	0.02	0.0	0.06	0.02	0.05	0.29	82.13	DeepNPTS
15	2024-02-29	80.99	81.28	82.94	77.14	82.18	81.24	82.21	58.13	82.19	80.06	82.11	86.03	81.24	81.87	82.65	83.02	80.53	81.6	82.53	82.13	81.91	82.18	82.65	TSMixer	NLinear	0.01	0.01	0.0	0.0	0.0	0.01	0.0	0.0	0.01	0.01	0.01	0.01	0.0	0.01	0.02	0.0	0.06	0.02	0.05	0.29	81.87	DLinear
16	2024-03-01	78.63	81.9	82.76	77.04	81.84	81.66	81.73	58.13	82.04	80.15	81.92	85.75	78.86	82.0	82.13	83.0	80.64	80.53	81.93	81.8	83.55	81.73	82.13	PatchTST	NLinear	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.01	0.01	0.06	0.06	0.02	0.02	0.04	0.04	0.08	0.03	0.03	0.3	83.0	TFT
17	2024-03-04	81.17	84.04	84.13	78.47	83.01	83.04	83.33	58.13	83.42	80.68	82.96	87.32	82.43	83.61	83.08	83.97	80.79	82.99	83.14	83.54	82.8	83.01	83.42	TSMixer	GRU	0.0	0.0	0.01	0.0	0.01	0.0	0.0	0.01	0.01	0.02	0.02	0.0	0.01	0.02	0.03	0.0	0.05	0.02	0.05	0.3	82.96	BiTCN
18	2024-03-05	82.08	83.91	83.45	78.96	83.01	82.99	82.95	58.13	82.74	80.53	83.18	86.76	82.71	82.88	82.9	83.73	80.95	82.49	83.06	82.8	82.04	82.74	83.06	GRU	TiDE	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.02	0.02	0.0	0.01	0.01	0.02	0.02	0.01	0.04	0.01	0.06	0.29	82.08	NHITS
19	2024-03-06	81.61	83.59	82.84	78.85	82.65	82.54	82.35	58.13	82.18	80.39	82.92	86.01	82.59	82.93	81.98	82.92	81.06	82.79	82.72	82.04	82.96	81.98	82.72	NLinear	TiDE	0.01	0.0	0.01	0.0	0.01	0.01	0.0	0.0	0.0	0.0	0.02	0.0	0.01	0.01	0.03	0.0	0.05	0.02	0.04	0.3	82.93	DLinear
20	2024-03-07	82.67	84.41	83.64	79.11	83.19	83.53	83.41	58.13	83.0	80.6	83.45	86.85	83.52	83.11	83.3	83.46	81.2	82.96	83.4	82.96	82.96	83.0	83.41	GRU	PatchTST	0.0	0.01	0.0	0.0	0.01	0.01	0.01	0.0	0.01	0.01	0.0	0.01	0.0	0.02	0.03	0.0	0.05	0.02	0.05	0.3	82.96	MLPMultivariate
21	2024-03-08	83.24	84.21	83.61	79.74	83.42	83.59	83.98	58.13	82.95	80.5	83.66	86.94	83.89	83.28	83.38	83.34	81.34	83.47	83.64	82.96	82.08	82.95	83.98	GRU	PatchTST	0.02	0.02	0.01	0.02	0.02	0.02	0.02	0.01	0.02	0.02	0.01	0.02	0.01	0.03	0.02	0.02	0.03	0.01	0.06	0.29	81.34	StemGNN
22	2024-03-11	83.38	83.31	82.88	79.74	82.62	82.38	83.17	58.13	82.22	80.29	83.0	86.1	83.6	83.04	82.51	82.07	81.43	83.29	82.92	82.08	82.21	82.22	83.17	GRU	PatchTST	0.0	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.02	0.0	0.01	0.02	0.01	0.03	0.01	0.05	0.29	82.22	GRU
23	2024-03-12	82.28	83.23	83.02	79.72	82.36	82.31	82.3	58.13	82.38	80.3	82.64	86.19	82.5	83.23	82.62	81.53	81.53	82.46	82.35	82.09	81.92	82.3	82.62	PatchTST	NLinear	0.01	0.01	0.01	0.01	0.0	0.0	0.01	0.02	0.0	0.01	0.0	0.01	0.0	0.02	0.02	0.01	0.03	0.0	0.05	0.29	82.09	DeepNPTS
24	2024-03-13	81.22	82.49	82.77	79.65	82.02	81.99	81.88	58.13	82.12	80.11	82.4	85.95	82.36	82.64	82.4	80.52	81.61	82.19	82.31	81.82	84.03	81.88	82.4	PatchTST	NLinear	0.02	0.02	0.02	0.02	0.03	0.02	0.02	0.02	0.04	0.01	0.03	0.02	0.03	0.02	0.05	0.02	0.05	0.03	0.02	0.31	82.77	LSTM
25	2024-03-14	83.5	83.92	84.53	80.61	83.32	83.89	83.59	58.13	83.84	80.85	83.51	87.81	84.25	83.06	83.79	82.13	81.77	83.33	83.49	84.02	85.42	83.32	83.84	TSMixer	GRU	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.03	0.04	0.01	0.02	0.01	0.02	0.02	0.05	0.02	0.06	0.04	0.03	0.32	84.53	LSTM
26	2024-03-15	85.58	85.59	85.61	81.37	84.62	85.52	85.43	58.13	84.85	81.53	84.7	89.13	85.45	84.53	84.84	83.79	81.96	84.85	85.02	85.42	85.34	84.62	85.43	TSMixer	PatchTST	0.01	0.0	0.01	0.01	0.0	0.0	0.01	0.01	0.02	0.0	0.0	0.0	0.0	0.0	0.04	0.01	0.05	0.04	0.04	0.32	85.42	DeepNPTS
27	2024-03-18	84.85	85.12	85.5	81.51	85.12	85.69	85.27	58.13	84.76	81.89	84.82	89.22	85.48	85.09	85.27	84.53	82.15	85.24	85.34	85.34	86.89	84.76	85.34	GRU	TiDE	0.02	0.02	0.02	0.02	0.02	0.01	0.02	0.02	0.03	0.02	0.02	0.02	0.02	0.02	0.06	0.02	0.06	0.05	0.03	0.33	85.69	TSMixerx
28	2024-03-19	86.85	86.77	86.76	82.2	86.3	87.03	86.51	58.13	86.06	82.74	85.81	90.53	86.88	85.92	86.85	85.79	82.39	86.84	86.7	86.87	87.38	86.06	86.85	GRU	NLinear	0.01	0.01	0.02	0.01	0.01	0.0	0.02	0.02	0.02	0.01	0.01	0.01	0.01	0.01	0.05	0.01	0.06	0.06	0.04	0.33	87.03	TSMixerx
29	2024-03-20	88.26	87.74	87.13	83.04	86.97	87.27	87.5	58.13	86.44	83.12	86.51	91.16	88.48	87.16	87.06	87.56	82.65	83.77	87.26	87.32	85.38	86.44	87.5	GRU	PatchTST	0.02	0.02	0.01	0.02	0.02	0.02	0.01	0.02	0.03	0.02	0.03	0.04	0.02	0.03	0.03	0.02	0.03	0.03	0.07	0.32	86.44	GRU
30	2024-03-21	86.72	86.07	85.51	82.01	85.84	85.58	86.11	58.13	84.97	82.65	85.4	89.67	85.55	85.78	85.62	85.77	82.81	82.62	85.82	85.38	85.24	84.97	86.11	GRU	PatchTST	0.0	0.01	0.0	0.01	0.01	0.0	0.0	0.01	0.01	0.0	0.02	0.0	0.0	0.01	0.03	0.03	0.04	0.03	0.05	0.32	85.38	DeepNPTS
31	2024-03-22	85.69	85.75	85.47	81.59	85.48	85.41	85.53	58.13	85.06	82.55	85.31	89.51	85.22	85.56	85.31	85.47	82.92	82.25	85.36	85.23	84.83	85.06	85.53	GRU	PatchTST	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.0	0.0	0.01	0.03	0.03	0.04	0.02	0.06	0.31	85.06	GRU
32	2024-03-25	84.68	86.68	85.14	81.52	85.2	84.7	84.71	58.13	84.74	82.21	85.16	89.21	85.83	85.42	84.76	85.64	82.99	81.76	85.11	84.83	86.08	84.71	85.2	PatchTST	TSMixer	0.02	0.01	0.02	0.01	0.02	0.02	0.01	0.01	0.01	0.01	0.02	0.0	0.01	0.01	0.04	0.05	0.05	0.04	0.04	0.32	85.83	MLP
33	2024-03-26	86.61	87.29	86.17	81.65	85.83	85.92	85.89	58.13	85.7	82.53	85.65	90.28	86.64	85.64	86.08	85.87	83.13	82.18	86.02	86.08	85.63	85.7	86.08	GRU	NLinear	0.01	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.01	0.01	0.02	0.04	0.04	0.05	0.03	0.05	0.32	85.64	DLinear
34	2024-03-27	84.81	87.07	85.77	81.88	85.93	86.14	85.52	58.13	85.27	82.41	85.52	89.93	86.04	85.63	85.92	85.59	83.23	82.31	85.86	85.63	85.41	85.27	85.93	GRU	TSMixer	0.01	0.01	0.0	0.01	0.0	0.01	0.0	0.0	0.0	0.0	0.01	0.01	0.0	0.02	0.04	0.04	0.04	0.03	0.05	0.32	85.52	BiTCN
35	2024-03-28	85.28	86.1	85.59	82.75	85.81	86.18	85.41	58.13	85.14	82.47	85.5	89.74	84.97	85.88	86.09	85.61	83.37	82.39	85.98	85.4	87.0	85.14	86.09	GRU	NLinear	0.01	0.01	0.02	0.01	0.02	0.01	0.02	0.01	0.02	0.02	0.02	0.02	0.02	0.01	0.05	0.05	0.05	0.04	0.03	0.33	86.18	TSMixerx
36	2024-04-01	86.27	87.66	86.88	83.41	86.7	86.77	86.92	58.13	86.38	83.0	86.17	91.05	86.34	86.84	87.23	87.26	83.58	83.35	87.11	86.94	87.42	86.38	87.23	GRU	NLinear	0.0	0.0	0.01	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.0	0.05	0.05	0.05	0.04	0.04	0.34	87.26	TFT
37	2024-04-02	87.51	87.3	87.18	84.06	87.35	86.75	87.33	58.13	86.62	83.27	86.63	91.52	87.98	87.62	87.46	87.75	83.82	82.79	87.51	87.42	88.92	86.62	87.51	GRU	TiDE	0.02	0.02	0.03	0.02	0.02	0.02	0.03	0.01	0.01	0.02	0.02	0.01	0.02	0.02	0.06	0.07	0.05	0.06	0.03	0.35	87.98	MLP
38	2024-04-03	88.04	88.63	88.36	85.25	88.53	88.7	89.0	58.13	87.77	84.15	87.92	92.78	89.02	88.37	89.14	88.47	84.1	84.2	89.13	88.92	89.35	87.77	89.14	GRU	NLinear	0.0	0.0	0.02	0.01	0.0	0.01	0.02	0.01	0.01	0.01	0.01	0.0	0.0	0.01	0.06	0.06	0.05	0.06	0.04	0.35	89.14	NLinear
39	2024-04-04	88.43	89.85	88.69	86.1	89.19	88.65	89.48	58.13	88.08	84.58	88.55	93.31	89.55	88.56	89.05	88.78	84.39	84.13	89.63	89.35	90.65	88.08	89.63	GRU	TiDE	0.02	0.01	0.03	0.02	0.01	0.02	0.02	0.02	0.02	0.02	0.02	0.01	0.01	0.01	0.07	0.07	0.05	0.07	0.03	0.36	89.85	Informer
40	2024-04-05	89.65	90.78	89.72	87.15	90.13	89.63	90.8	58.13	89.1	85.45	89.68	94.51	90.14	90.23	90.51	89.48	84.73	84.72	90.72	90.65	91.17	89.1	90.8	GRU	PatchTST	0.01	0.0	0.02	0.01	0.0	0.02	0.02	0.01	0.02	0.02	0.02	0.01	0.01	0.0	0.06	0.07	0.04	0.07	0.04	0.36	90.8	PatchTST
41	2024-04-08	90.48	91.81	90.13	87.42	90.71	91.01	91.58	58.13	89.51	85.93	90.49	95.12	91.58	90.71	91.39	90.01	85.05	85.33	91.23	91.17	90.38	89.51	91.58	GRU	PatchTST	0.01	0.01	0.01	0.0	0.01	0.01	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.02	0.05	0.06	0.03	0.06	0.05	0.36	90.48	NHITS
42	2024-04-09	89.88	91.77	89.52	86.18	90.4	90.43	91.0	58.13	89.01	85.83	90.02	94.78	90.44	90.52	90.59	89.95	85.31	85.72	90.62	90.38	89.42	89.01	91.0	GRU	PatchTST	0.01	0.01	0.0	0.01	0.02	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.01	0.03	0.04	0.04	0.04	0.05	0.06	0.35	89.52	LSTM
43	2024-04-10	89.24	91.12	88.79	85.75	89.78	90.17	90.09	58.13	88.45	85.55	89.43	94.08	89.87	90.26	89.58	88.96	85.53	86.11	89.58	89.42	90.48	88.45	90.09	GRU	PatchTST	0.01	0.01	0.02	0.01	0.0	0.0	0.01	0.0	0.02	0.02	0.01	0.01	0.01	0.01	0.05	0.05	0.05	0.05	0.04	0.36	90.26	DLinear
44	2024-04-11	90.78	91.53	89.64	87.76	90.36	90.24	91.03	58.13	89.31	85.78	90.19	94.99	92.17	90.64	90.21	89.67	85.78	88.6	90.42	90.47	89.74	89.31	91.03	GRU	PatchTST	0.01	0.01	0.0	0.01	0.01	0.01	0.0	0.01	0.0	0.0	0.01	0.03	0.01	0.02	0.04	0.01	0.02	0.04	0.06	0.35	89.67	TFT
45	2024-04-12	90.95	91.36	89.05	88.76	90.09	89.99	90.38	58.13	88.71	85.48	89.82	94.48	90.81	90.45	89.87	89.27	86.01	86.93	90.27	89.73	90.45	88.71	90.38	GRU	PatchTST	0.01	0.0	0.02	0.0	0.0	0.01	0.01	0.0	0.01	0.02	0.01	0.0	0.01	0.01	0.05	0.04	0.02	0.05	0.04	0.36	90.45	DLinear
46	2024-04-15	90.51	91.4	89.62	89.53	90.64	90.71	90.97	58.13	89.28	85.77	90.02	95.05	90.52	90.6	90.61	89.72	86.25	86.07	90.79	90.44	90.1	89.28	90.97	GRU	PatchTST	0.01	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.0	0.01	0.0	0.0	0.0	0.01	0.05	0.04	0.01	0.04	0.05	0.35	90.02	BiTCN
47	2024-04-16	90.78	90.74	89.33	89.31	90.56	90.57	90.4	58.13	89.0	85.68	90.02	94.78	90.41	90.05	90.64	89.7	86.45	86.41	90.83	90.09	90.02	89.0	90.83	GRU	TiDE	0.01	0.01	0.01	0.01	0.0	0.01	0.0	0.0	0.0	0.01	0.01	0.0	0.0	0.01	0.05	0.04	0.01	0.04	0.05	0.35	90.02	BiTCN
48	2024-04-17	91.21	90.45	89.27	89.48	90.23	89.8	89.93	58.13	88.97	85.73	89.6	94.77	89.92	90.82	90.51	89.75	86.65	86.3	90.57	89.91	87.29	88.97	90.57	GRU	TiDE	0.04	0.04	0.02	0.03	0.03	0.03	0.03	0.04	0.03	0.02	0.04	0.03	0.03	0.04	0.02	0.01	0.03	0.01	0.09	0.33	86.65	StemGNN
49	2024-04-18	88.46	87.26	87.1	87.73	88.19	87.74	87.55	58.13	86.94	84.79	87.92	92.49	86.8	88.69	88.24	87.54	86.78	83.85	88.29	87.35	87.11	86.94	88.29	GRU	TiDE	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.02	0.0	0.0	0.02	0.0	0.0	0.0	0.03	0.04	0.01	0.0	0.06	0.33	87.1	LSTM
50	2024-04-19	86.49	87.36	87.01	86.13	87.53	87.47	87.12	58.13	86.94	84.55	87.29	92.18	86.42	88.01	87.78	87.67	86.89	84.42	87.61	87.22	87.29	86.94	87.78	GRU	NLinear	0.01	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.01	0.01	0.0	0.0	0.03	0.03	0.01	0.0	0.06	0.33	87.29	BiTCN
51	2024-04-22	87.39	87.26	87.14	86.79	87.51	87.31	87.67	58.13	86.98	84.3	87.5	92.15	87.98	87.96	87.45	87.83	86.99	85.02	87.91	87.96	87.0	86.98	87.91	GRU	TiDE	0.01	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.01	0.0	0.0	0.01	0.01	0.0	0.03	0.02	0.0	0.0	0.06	0.33	86.99	StemGNN
52	2024-04-23	88.01	87.83	86.89	88.97	87.29	87.29	87.38	58.13	86.65	84.17	87.18	91.89	87.33	87.18	86.78	87.93	87.11	86.22	87.44	87.54	87.39	86.65	87.44	GRU	TiDE	0.01	0.0	0.01	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.01	0.0	0.0	0.01	0.04	0.01	0.02	0.0	0.05	0.33	87.38	PatchTST
53	2024-04-24	87.67	87.97	87.2	89.83	87.6	87.35	88.01	58.13	86.91	84.34	87.68	92.03	87.03	87.89	87.58	87.76	87.23	86.79	88.03	87.47	87.04	86.91	88.03	GRU	TiDE	0.01	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.01	0.0	0.01	0.0	0.0	0.01	0.03	0.0	0.03	0.0	0.06	0.33	87.03	MLP
54	2024-04-25	87.2	88.9	86.9	90.1	87.48	87.02	87.61	58.13	86.58	84.22	87.4	91.74	87.58	87.97	87.78	87.54	87.32	87.41	87.72	87.3	87.77	86.58	87.78	GRU	NLinear	0.0	0.0	0.01	0.0	0.0	0.01	0.0	0.0	0.0	0.01	0.01	0.0	0.01	0.01	0.04	0.0	0.03	0.01	0.05	0.34	87.78	NLinear
55	2024-04-26	88.56	89.34	87.49	91.22	87.87	88.02	88.14	58.13	87.13	84.44	88.0	92.26	88.38	88.02	87.88	87.51	87.43	87.84	88.0	88.08	88.21	87.13	88.14	GRU	PatchTST	0.0	0.0	0.01	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.0	0.0	0.0	0.01	0.04	0.0	0.03	0.01	0.05	0.34	88.14	PatchTST
56	2024-04-29	87.03	89.38	87.82	92.89	88.25	88.14	88.27	58.13	87.41	84.62	88.47	92.64	88.59	88.99	88.38	87.92	87.56	88.56	88.36	88.15	87.2	87.41	88.38	GRU	NLinear	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.0	0.02	0.01	0.02	0.03	0.02	0.07	0.0	0.06	0.33	87.03	NHITS
57	2024-04-30	86.2	88.56	87.01	91.06	87.75	87.59	87.41	58.13	86.63	84.36	87.77	91.85	87.41	88.26	87.45	87.62	87.64	88.11	87.8	87.82	86.33	86.63	87.8	GRU	TiDE	0.01	0.02	0.0	0.02	0.01	0.01	0.02	0.02	0.01	0.01	0.0	0.01	0.02	0.03	0.02	0.02	0.05	0.02	0.06	0.33	86.2	NHITS
58	2024-05-01	87.31	87.44	86.33	89.64	87.04	86.94	87.09	58.13	86.05	84.07	86.95	91.04	87.98	87.65	86.6	87.42	87.7	87.46	87.14	88.02	83.44	86.05	87.14	GRU	TiDE	0.04	0.04	0.03	0.04	0.04	0.04	0.04	0.05	0.05	0.03	0.05	0.05	0.05	0.05	0.01	0.05	0.07	0.05	0.09	0.3	84.07	TCN
59	2024-05-02	84.76	83.09	83.96	88.04	84.7	83.07	84.41	58.13	83.82	82.95	85.08	88.42	85.84	85.68	84.02	84.68	87.72	85.3	84.69	83.76	83.67	83.82	84.7	GRU	TSMixer	0.0	0.01	0.0	0.01	0.01	0.01	0.02	0.02	0.01	0.0	0.01	0.03	0.0	0.01	0.01	0.02	0.05	0.05	0.06	0.31	83.76	DeepNPTS
60	2024-05-03	85.36	84.07	84.24	87.68	83.96	82.63	84.09	58.13	84.07	82.57	84.68	88.39	84.45	84.58	84.37	84.59	87.73	84.99	84.17	83.49	82.96	83.96	84.37	TSMixer	NLinear	0.02	0.01	0.01	0.01	0.01	0.0	0.02	0.02	0.02	0.02	0.03	0.02	0.01	0.01	0.0	0.02	0.06	0.06	0.07	0.3	82.63	TSMixerx
61	2024-05-06	83.99	85.58	83.63	86.53	83.46	81.95	82.83	58.13	83.36	81.91	84.2	87.64	83.23	83.77	83.59	84.28	87.73	84.21	83.49	84.91	83.33	82.83	83.59	PatchTST	NLinear	0.0	0.0	0.0	0.0	0.01	0.02	0.01	0.01	0.01	0.0	0.01	0.0	0.02	0.03	0.02	0.01	0.04	0.05	0.05	0.3	83.36	GRU
62	2024-05-07	83.62	87.02	83.95	86.87	83.51	81.22	83.2	58.13	83.57	81.83	84.04	87.83	83.49	84.13	83.26	84.38	87.74	84.73	83.5	84.58	83.16	83.2	83.57	PatchTST	GRU	0.0	0.0	0.0	0.0	0.0	0.02	0.01	0.01	0.01	0.01	0.01	0.0	0.02	0.05	0.02	0.02	0.04	0.06	0.06	0.3	83.2	PatchTST
63	2024-05-08	83.12	86.07	83.78	87.66	83.36	82.83	83.48	58.13	83.34	81.69	83.69	87.53	83.83	84.2	83.1	84.3	87.75	85.3	83.27	83.76	83.58	83.1	83.48	NLinear	PatchTST	0.01	0.0	0.0	0.0	0.0	0.01	0.0	0.01	0.01	0.0	0.01	0.0	0.0	0.03	0.02	0.02	0.05	0.05	0.05	0.3	83.48	PatchTST
64	2024-05-09	82.63	86.94	84.13	88.15	83.54	83.04	83.67	58.13	83.63	81.81	84.11	87.84	83.79	84.21	83.39	84.45	87.77	86.07	83.64	83.56	83.88	83.39	83.67	NLinear	PatchTST	0.01	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.01	0.0	0.01	0.0	0.0	0.04	0.02	0.03	0.05	0.05	0.05	0.31	83.79	MLP
65	2024-05-10	82.95	86.54	84.36	88.32	84.01	84.34	83.88	58.13	83.82	81.91	84.27	88.0	83.31	83.57	84.47	84.5	87.77	86.41	84.11	83.74	82.79	83.82	84.47	GRU	NLinear	0.02	0.02	0.01	0.01	0.01	0.02	0.02	0.01	0.02	0.02	0.0	0.01	0.01	0.05	0.01	0.04	0.07	0.06	0.06	0.3	82.95	NHITS
66	2024-05-13	83.21	86.33	83.44	87.41	83.44	83.19	82.86	58.13	82.9	81.56	83.92	87.02	82.86	82.95	82.68	83.7	87.73	84.92	83.32	83.83	83.36	82.68	83.44	NLinear	TSMixer	0.01	0.0	0.01	0.0	0.01	0.0	0.01	0.0	0.0	0.0	0.0	0.01	0.01	0.04	0.02	0.02	0.05	0.05	0.04	0.3	83.32	TiDE
67	2024-05-14	84.45	85.9	83.96	87.3	83.62	83.54	83.31	58.13	83.42	81.68	83.94	87.43	84.51	83.78	83.36	83.92	87.69	85.34	83.51	84.17	82.38	83.31	83.62	PatchTST	TSMixer	0.01	0.01	0.01	0.02	0.01	0.01	0.02	0.02	0.02	0.02	0.03	0.03	0.02	0.04	0.01	0.04	0.06	0.06	0.06	0.29	81.68	TCN
68	2024-05-15	83.11	83.6	83.12	86.26	83.11	83.31	82.79	58.13	82.57	81.28	83.69	86.57	83.92	82.88	82.82	83.66	87.61	84.72	82.82	83.88	82.75	82.57	83.11	GRU	TSMixer	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.0	0.01	0.0	0.0	0.01	0.01	0.01	0.02	0.02	0.04	0.06	0.05	0.3	82.79	PatchTST
69	2024-05-16	83.37	83.98	83.46	86.75	83.18	83.27	83.07	58.13	82.89	81.27	83.61	86.83	84.58	83.24	82.91	83.72	87.52	85.06	83.17	83.34	83.27	82.89	83.18	GRU	TSMixer	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.02	0.0	0.01	0.02	0.02	0.04	0.05	0.04	0.3	83.27	TSMixerx
70	2024-05-17	82.36	84.32	83.88	87.33	83.49	83.77	83.16	58.13	83.28	81.38	83.38	87.29	83.06	83.2	83.5	83.74	87.48	85.17	83.26	83.3	83.98	83.16	83.5	PatchTST	NLinear	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.0	0.0	0.02	0.01	0.01	0.0	0.03	0.01	0.04	0.04	0.04	0.31	83.88	LSTM
71	2024-05-20	83.4	84.43	84.45	88.62	83.98	84.17	83.62	58.13	83.81	81.57	83.63	87.98	82.84	84.1	83.72	84.04	87.46	85.34	83.92	82.9	83.71	83.62	83.98	PatchTST	TSMixer	0.0	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.0	0.01	0.0	0.01	0.01	0.01	0.03	0.02	0.06	0.04	0.05	0.31	83.72	NLinear
72	2024-05-21	83.85	84.63	84.2	88.47	83.97	84.32	83.43	58.13	83.58	81.58	83.78	87.76	83.05	83.92	83.9	83.56	87.44	84.64	83.72	83.66	82.88	83.43	83.97	PatchTST	TSMixer	0.01	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.01	0.02	0.01	0.0	0.01	0.02	0.02	0.02	0.07	0.06	0.06	0.3	83.05	MLP
73	2024-05-22	83.07	84.08	83.52	88.1	83.49	83.91	82.79	58.13	82.94	81.27	83.72	87.03	81.73	83.78	83.09	82.69	87.38	84.16	83.1	83.61	81.9	82.79	83.49	PatchTST	TSMixer	0.01	0.01	0.01	0.02	0.01	0.02	0.02	0.02	0.01	0.02	0.01	0.0	0.02	0.03	0.01	0.03	0.08	0.07	0.06	0.29	81.73	MLP
74	2024-05-23	82.26	83.03	82.74	86.95	82.78	83.19	82.42	58.13	82.18	80.84	83.48	86.05	82.7	82.66	82.39	81.88	87.32	83.33	82.52	83.74	81.36	82.18	82.78	GRU	TSMixer	0.01	0.01	0.01	0.02	0.01	0.02	0.03	0.02	0.01	0.02	0.01	0.02	0.03	0.02	0.01	0.02	0.07	0.07	0.06	0.29	80.84	TCN
75	2024-05-24	81.53	81.43	82.32	85.48	82.18	82.26	81.84	58.13	81.75	80.39	83.12	85.45	81.68	81.71	81.83	81.32	87.25	82.06	82.04	82.91	81.84	81.75	82.18	GRU	TSMixer	0.0	0.0	0.0	0.0	0.0	0.01	0.02	0.0	0.01	0.01	0.0	0.0	0.01	0.01	0.02	0.0	0.04	0.07	0.04	0.29	81.84	PatchTST
76	2024-05-27	81.62	81.45	82.74	84.86	82.24	82.47	82.37	58.13	82.12	80.34	83.12	85.83	82.23	81.99	81.92	81.25	87.14	81.82	82.41	82.01	82.88	81.92	82.41	NLinear	TiDE	0.01	0.01	0.01	0.01	0.01	0.0	0.0	0.01	0.02	0.0	0.02	0.01	0.01	0.02	0.03	0.01	0.02	0.05	0.04	0.3	82.74	LSTM
77	2024-05-28	82.55	82.14	83.59	85.34	83.02	83.57	82.61	58.13	82.91	80.66	83.27	86.79	81.82	82.52	83.02	82.17	87.04	82.42	82.92	81.83	83.94	82.61	83.02	PatchTST	TSMixer	0.01	0.01	0.01	0.01	0.02	0.0	0.01	0.02	0.02	0.0	0.02	0.03	0.03	0.02	0.04	0.02	0.02	0.04	0.03	0.31	83.59	LSTM
78	2024-05-29	83.92	83.23	84.42	86.91	83.67	84.16	83.84	58.13	83.71	81.11	83.58	87.77	83.92	83.25	83.94	84.22	86.91	84.52	83.86	82.95	83.43	83.67	83.94	TSMixer	NLinear	0.01	0.01	0.0	0.0	0.0	0.01	0.0	0.0	0.01	0.01	0.01	0.01	0.01	0.0	0.03	0.01	0.04	0.04	0.05	0.3	83.58	BiTCN
79	2024-05-30	83.22	82.0	83.96	86.48	83.51	83.7	82.98	58.13	83.27	81.16	82.99	87.38	83.43	83.1	83.46	83.39	86.75	83.93	83.09	83.33	81.88	82.98	83.51	PatchTST	TSMixer	0.02	0.01	0.02	0.02	0.01	0.02	0.01	0.01	0.02	0.03	0.02	0.02	0.02	0.0	0.01	0.03	0.06	0.06	0.07	0.29	82.0	Informer
80	2024-05-31	81.91	80.53	82.69	85.59	82.39	82.72	82.06	58.13	82.06	80.79	81.95	85.94	82.98	82.1	82.33	81.79	86.52	82.62	82.09	83.0	81.11	82.06	82.39	GRU	TSMixer	0.01	0.01	0.01	0.02	0.01	0.02	0.01	0.01	0.01	0.02	0.01	0.02	0.02	0.01	0.0	0.02	0.06	0.07	0.06	0.28	80.79	TCN
81	2024-06-03	80.43	79.81	82.1	85.05	81.67	82.19	81.09	58.13	81.51	80.32	81.28	85.14	80.66	81.76	81.28	81.38	86.25	80.82	81.22	82.63	78.36	81.09	81.67	PatchTST	TSMixer	0.04	0.04	0.04	0.04	0.03	0.05	0.04	0.04	0.04	0.05	0.03	0.03	0.05	0.02	0.02	0.03	0.09	0.1	0.09	0.26	79.81	Informer
82	2024-06-04	77.88	78.1	79.68	83.1	79.8	79.68	79.1	58.13	79.15	79.29	80.25	82.4	77.71	79.55	78.67	80.05	85.97	77.85	79.3	81.88	77.52	78.67	79.8	NLinear	TSMixer	0.01	0.02	0.02	0.03	0.02	0.03	0.04	0.03	0.03	0.03	0.0	0.0	0.06	0.01	0.02	0.0	0.07	0.11	0.06	0.25	77.71	MLP
83	2024-06-05	77.17	77.94	79.01	80.04	78.76	77.76	79.17	58.13	78.45	78.54	80.01	81.34	77.46	78.64	77.67	79.5	85.72	76.39	78.38	81.16	78.41	77.67	79.17	NLinear	PatchTST	0.01	0.0	0.0	0.0	0.01	0.01	0.02	0.0	0.01	0.01	0.02	0.01	0.04	0.01	0.0	0.03	0.02	0.09	0.04	0.26	78.38	TiDE
84	2024-06-06	78.01	78.77	79.91	78.65	79.18	78.95	79.37	58.13	79.13	78.41	80.35	82.13	77.59	78.45	78.81	79.68	85.42	77.43	78.92	78.7	79.87	78.81	79.37	NLinear	PatchTST	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.02	0.0	0.0	0.02	0.03	0.01	0.01	0.02	0.03	0.02	0.07	0.03	0.27	79.91	LSTM
85	2024-06-07	79.57	79.6	81.17	80.03	80.05	80.31	80.13	58.13	80.23	78.63	80.5	83.53	79.6	79.47	80.29	80.15	85.16	80.04	80.17	78.79	79.62	80.05	80.29	TSMixer	NLinear	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.02	0.0	0.0	0.01	0.0	0.01	0.01	0.01	0.07	0.05	0.27	79.6	Informer
86	2024-06-10	79.92	79.44	80.87	80.05	79.97	80.4	79.52	58.13	79.9	78.66	80.33	83.26	80.28	79.69	79.86	79.84	84.85	80.17	79.71	79.2	81.63	79.52	79.97	PatchTST	TSMixer	0.02	0.02	0.02	0.02	0.03	0.02	0.02	0.02	0.02	0.01	0.02	0.02	0.03	0.03	0.04	0.02	0.02	0.04	0.02	0.29	80.87	LSTM
87	2024-06-11	81.34	80.4	82.61	80.85	80.95	81.85	81.43	58.13	81.61	79.44	80.74	85.1	81.19	81.26	81.76	81.16	84.59	81.38	80.89	80.25	81.92	80.89	81.76	TiDE	NLinear	0.0	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.01	0.01	0.02	0.02	0.03	0.01	0.01	0.03	0.04	0.29	81.85	TSMixerx
88	2024-06-12	81.46	80.77	82.77	81.71	81.58	82.16	81.79	58.13	81.81	79.71	80.95	85.49	81.75	81.53	82.01	81.69	84.33	82.0	81.48	81.3	82.6	81.48	82.01	TiDE	NLinear	0.01	0.01	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.0	0.01	0.01	0.02	0.02	0.04	0.01	0.01	0.02	0.04	0.3	82.77	LSTM
89	2024-06-13	81.58	81.71	83.32	82.27	82.25	82.18	82.33	58.13	82.41	80.17	81.64	86.17	82.05	81.6	82.26	82.21	84.19	82.13	82.28	82.48	82.75	82.25	82.41	TSMixer	GRU	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.03	0.01	0.01	0.02	0.04	0.3	82.48	DeepNPTS
90	2024-06-14	81.18	81.26	83.43	82.23	82.64	82.4	82.53	58.13	82.59	80.42	82.06	86.39	82.59	82.19	82.42	82.59	84.06	82.68	82.72	82.82	82.62	82.42	82.72	NLinear	TiDE	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.0	0.01	0.02	0.0	0.0	0.02	0.03	0.0	0.0	0.02	0.05	0.3	82.64	TSMixer
91	2024-06-17	82.19	81.0	83.32	82.57	82.75	82.4	82.63	58.13	82.54	80.52	82.31	86.39	82.69	82.33	82.44	82.03	83.91	82.87	82.88	82.69	84.25	82.44	82.88	NLinear	TiDE	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.03	0.01	0.02	0.02	0.02	0.04	0.04	0.02	0.02	0.0	0.03	0.31	83.91	StemGNN
92	2024-06-18	84.11	82.19	84.68	83.25	83.66	83.39	84.2	58.13	83.93	81.16	83.46	87.9	83.94	83.27	84.25	85.64	83.82	84.33	84.12	82.48	85.33	83.66	84.25	TSMixer	NLinear	0.01	0.01	0.02	0.02	0.01	0.02	0.02	0.02	0.0	0.01	0.01	0.02	0.03	0.04	0.05	0.01	0.02	0.02	0.03	0.32	85.64	TFT
93	2024-06-19	85.2	83.46	85.53	83.37	84.71	84.81	85.01	58.13	84.75	81.66	84.38	89.03	85.11	84.58	84.9	85.93	83.74	84.98	84.56	84.2	85.07	84.56	85.01	TiDE	PatchTST	0.0	0.01	0.0	0.0	0.0	0.0	0.01	0.01	0.01	0.01	0.0	0.0	0.01	0.02	0.04	0.0	0.02	0.02	0.05	0.32	85.11	MLP
94	2024-06-20	85.44	83.94	85.29	82.8	84.74	85.84	84.71	58.13	84.56	81.8	84.64	88.99	85.77	84.74	85.07	85.88	83.67	85.31	84.6	84.99	85.71	84.56	85.07	GRU	NLinear	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.0	0.0	0.0	0.0	0.01	0.02	0.05	0.0	0.03	0.02	0.04	0.32	85.77	MLP
95	2024-06-21	85.45	84.18	85.83	82.55	85.13	86.74	84.7	58.13	85.17	82.14	85.05	89.6	85.84	85.1	85.18	85.72	83.59	85.06	84.73	85.69	84.33	84.7	85.18	PatchTST	NLinear	0.01	0.0	0.01	0.01	0.0	0.03	0.01	0.01	0.02	0.02	0.01	0.02	0.02	0.0	0.03	0.01	0.02	0.01	0.06	0.31	84.18	Informer
96	2024-06-24	84.13	82.58	84.67	82.46	84.55	85.88	83.9	58.13	84.12	81.65	84.65	88.52	84.35	84.63	84.25	83.53	83.44	84.05	84.23	84.32	85.15	83.9	84.55	PatchTST	TSMixer	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.01	0.01	0.03	0.04	0.01	0.03	0.02	0.04	0.32	84.67	LSTM
97	2024-06-25	85.6	84.48	85.41	82.66	85.0	86.42	85.02	58.13	84.88	81.93	85.32	89.21	85.74	84.41	85.29	84.47	83.36	84.43	85.06	85.13	84.22	84.88	85.29	GRU	NLinear	0.01	0.01	0.01	0.01	0.01	0.03	0.01	0.0	0.0	0.01	0.02	0.02	0.01	0.0	0.03	0.0	0.02	0.01	0.06	0.31	84.41	DLinear
98	2024-06-26	85.15	83.71	84.61	82.99	84.94	85.48	84.36	58.13	84.13	81.5	84.88	88.43	85.08	83.77	84.51	83.53	83.28	84.35	84.83	84.87	84.47	84.13	84.94	GRU	TSMixer	0.0	0.0	0.0	0.01	0.0	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.0	0.01	0.04	0.0	0.02	0.01	0.05	0.31	84.51	NLinear
99	2024-06-27	84.27	83.84	84.85	83.07	84.8	85.17	84.47	58.13	84.37	81.66	84.83	88.63	84.02	84.16	84.83	84.09	83.31	84.18	85.03	84.16	85.26	84.37	85.03	GRU	TiDE	0.01	0.0	0.01	0.01	0.01	0.0	0.01	0.01	0.01	0.0	0.01	0.01	0.01	0.02	0.04	0.01	0.03	0.02	0.04	0.32	85.17	TSMixerx
100	2024-06-28	84.2	83.18	85.5	83.46	85.24	85.21	85.73	58.13	84.97	81.92	85.07	89.3	83.77	84.82	85.54	84.63	83.37	84.47	85.49	84.06	85.0	84.97	85.73	GRU	PatchTST	0.01	0.01	0.0	0.0	0.01	0.0	0.0	0.0	0.0	0.01	0.01	0.01	0.01	0.02	0.04	0.01	0.02	0.02	0.05	0.32	84.97	GRU
101	2024-07-01	84.39	83.04	85.26	82.84	85.0	85.08	84.92	58.13	84.72	81.95	84.83	89.2	84.09	85.13	85.48	84.6	83.43	84.23	85.22	84.71	86.6	84.72	85.48	GRU	NLinear	0.01	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.02	0.03	0.03	0.02	0.04	0.05	0.03	0.04	0.04	0.03	0.33	85.48	NLinear
102	2024-07-02	85.26	83.73	86.56	83.53	85.97	86.18	85.81	58.13	85.99	82.68	85.7	90.51	84.99	85.95	86.54	85.87	83.54	84.84	86.16	86.5	86.24	85.81	86.54	PatchTST	NLinear	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.0	0.01	0.01	0.0	0.03	0.04	0.02	0.03	0.03	0.05	0.33	86.18	TSMixerx
103	2024-07-03	85.09	84.31	86.24	83.92	86.13	85.79	85.87	58.13	85.66	82.69	85.92	90.38	85.12	85.59	86.06	85.35	83.64	85.11	86.17	86.24	87.34	85.66	86.17	GRU	TiDE	0.01	0.01	0.02	0.01	0.02	0.02	0.02	0.02	0.02	0.01	0.03	0.03	0.01	0.03	0.05	0.03	0.04	0.04	0.03	0.33	86.24	DeepNPTS
104	2024-07-04	84.98	86.64	87.13	84.96	86.97	87.45	86.78	58.13	86.56	83.32	86.91	91.34	85.8	87.07	86.95	85.42	83.77	85.92	87.13	87.34	87.43	86.56	87.13	GRU	TiDE	0.01	0.0	0.01	0.01	0.01	0.0	0.01	0.0	0.02	0.0	0.03	0.02	0.0	0.01	0.05	0.02	0.03	0.04	0.04	0.34	87.45	TSMixerx
105	2024-07-05	86.97	88.32	87.18	86.41	87.58	88.06	87.78	58.13	86.63	83.5	87.82	91.51	87.7	87.08	87.68	85.5	83.89	87.1	87.8	87.43	86.54	86.63	87.8	GRU	TiDE	0.01	0.01	0.0	0.01	0.01	0.02	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.02	0.04	0.01	0.0	0.03	0.06	0.33	86.63	GRU
106	2024-07-08	87.46	86.67	86.47	86.73	87.18	87.64	87.42	58.13	86.0	83.3	87.73	90.91	88.4	86.94	86.89	85.03	84.0	87.07	87.41	86.54	85.75	86.0	87.42	GRU	PatchTST	0.01	0.02	0.0	0.02	0.02	0.02	0.02	0.01	0.01	0.01	0.02	0.03	0.01	0.01	0.03	0.02	0.01	0.02	0.06	0.32	86.0	GRU
107	2024-07-09	86.75	86.36	85.87	86.21	86.46	86.27	86.89	58.13	85.5	83.02	87.2	90.2	86.89	86.81	86.33	86.43	84.08	86.4	86.62	85.75	84.66	85.5	86.89	GRU	PatchTST	0.02	0.02	0.01	0.02	0.03	0.02	0.03	0.03	0.02	0.01	0.02	0.03	0.01	0.02	0.02	0.02	0.02	0.01	0.07	0.31	84.08	StemGNN
108	2024-07-10	85.94	84.36	84.99	85.08	85.3	85.35	85.84	58.13	84.69	82.42	86.09	89.28	85.4	85.83	85.21	86.02	84.13	86.0	85.41	84.66	85.08	84.69	85.84	GRU	PatchTST	0.0	0.0	0.0	0.0	0.01	0.0	0.01	0.01	0.01	0.0	0.01	0.0	0.0	0.01	0.03	0.01	0.0	0.01	0.05	0.32	85.08	iTransformer
109	2024-07-11	85.32	84.95	85.37	84.21	85.1	85.41	85.31	58.13	85.03	82.4	85.77	89.56	85.34	85.91	85.36	86.12	84.2	85.35	85.34	85.08	85.4	85.03	85.36	GRU	NLinear	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.0	0.0	0.0	0.0	0.01	0.04	0.0	0.01	0.01	0.05	0.32	85.41	TSMixerx
110	2024-07-12	86.59	85.58	85.61	83.86	85.26	85.44	85.28	58.13	85.2	82.35	85.7	89.82	86.41	85.66	85.54	85.93	84.26	85.56	85.29	85.4	85.03	85.2	85.54	GRU	NLinear	0.01	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.01	0.01	0.02	0.02	0.0	0.01	0.03	0.01	0.01	0.01	0.06	0.32	85.2	GRU
111	2024-07-15	85.25	84.56	85.29	83.29	85.01	85.16	84.64	58.13	84.86	82.33	85.4	89.47	85.43	85.05	84.84	85.06	84.29	84.1	85.04	85.02	84.85	84.64	85.04	PatchTST	TiDE	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.01	0.0	0.01	0.0	0.0	0.03	0.01	0.02	0.01	0.05	0.31	84.86	GRU
112	2024-07-16	85.58	84.68	85.15	83.57	84.84	85.28	85.02	58.13	84.72	82.32	85.05	89.22	85.41	85.3	85.21	83.96	84.32	84.56	85.04	84.74	83.73	84.72	85.21	GRU	NLinear	0.02	0.02	0.01	0.01	0.02	0.02	0.02	0.02	0.0	0.02	0.02	0.02	0.01	0.01	0.02	0.01	0.0	0.01	0.07	0.31	83.57	iTransformer
113	2024-07-17	83.26	83.84	84.22	83.49	84.05	84.68	84.03	58.13	83.83	81.88	84.13	88.19	83.66	84.27	84.14	83.31	84.34	83.88	84.28	83.97	85.08	83.83	84.28	GRU	TiDE	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.02	0.01	0.02	0.02	0.01	0.01	0.04	0.01	0.02	0.01	0.04	0.32	84.68	TSMixerx
114	2024-07-18	85.03	85.38	85.37	84.05	84.99	85.0	85.86	58.13	84.92	82.27	85.18	89.26	84.73	85.06	85.27	83.88	84.42	85.13	85.15	84.95	85.11	84.92	85.86	GRU	PatchTST	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.0	0.01	0.0	0.0	0.0	0.0	0.0	0.03	0.0	0.01	0.01	0.05	0.32	85.13	MLPMultivariate
115	2024-07-19	86.07	85.0	85.36	84.75	85.17	85.07	85.91	58.13	84.84	82.22	85.32	89.32	85.84	85.2	85.03	83.21	84.51	85.87	85.46	85.14	82.63	84.84	85.91	GRU	PatchTST	0.03	0.03	0.03	0.03	0.04	0.03	0.03	0.03	0.01	0.03	0.04	0.04	0.03	0.03	0.01	0.04	0.03	0.02	0.08	0.3	82.22	TCN
116	2024-07-22	84.24	80.23	83.28	83.25	83.51	82.33	82.96	58.13	82.84	81.67	83.16	87.11	83.73	83.82	82.6	82.31	84.52	83.91	83.33	82.29	82.4	82.6	83.51	NLinear	TSMixer	0.0	0.01	0.01	0.01	0.01	0.0	0.01	0.02	0.0	0.01	0.02	0.02	0.0	0.03	0.01	0.02	0.01	0.03	0.06	0.29	82.33	TSMixerx
117	2024-07-23	83.86	81.43	83.18	80.19	82.75	81.02	82.7	58.13	82.79	81.38	82.48	86.67	82.59	83.43	82.8	82.25	84.51	82.74	82.9	80.62	81.01	82.7	82.9	PatchTST	TiDE	0.02	0.02	0.02	0.02	0.02	0.0	0.02	0.03	0.02	0.03	0.04	0.02	0.0	0.01	0.0	0.02	0.01	0.04	0.07	0.28	81.02	TSMixerx
118	2024-07-24	81.16	79.47	82.01	79.36	81.62	79.68	81.67	58.13	81.56	80.69	81.45	85.36	80.8	82.26	81.65	81.72	84.45	81.54	81.56	80.03	80.82	81.56	81.67	TiDE	PatchTST	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.0	0.0	0.01	0.02	0.0	0.01	0.02	0.04	0.06	0.28	80.8	MLP
119	2024-07-25	79.09	80.98	81.9	79.27	81.23	79.42	81.12	58.13	81.36	80.26	81.04	85.01	80.61	81.25	81.13	81.8	84.4	81.09	81.07	81.12	81.39	81.07	81.36	TiDE	GRU	0.0	0.0	0.0	0.0	0.0	0.02	0.0	0.0	0.0	0.01	0.03	0.01	0.0	0.0	0.01	0.0	0.03	0.04	0.04	0.29	81.36	GRU
120	2024-07-26	80.56	80.76	82.39	84.27	81.64	80.63	81.96	58.13	81.76	80.2	81.73	85.45	81.57	81.96	81.34	82.23	84.39	81.76	81.46	82.27	80.28	81.34	81.96	NLinear	PatchTST	0.01	0.01	0.02	0.02	0.02	0.0	0.02	0.02	0.02	0.03	0.0	0.02	0.02	0.01	0.0	0.02	0.05	0.05	0.06	0.28	80.2	TCN
121	2024-07-29	80.89	82.37	81.4	84.28	81.19	81.06	81.21	58.13	80.71	79.82	81.54	84.37	80.93	81.56	80.67	81.51	84.38	81.27	80.97	81.38	79.05	80.67	81.21	NLinear	PatchTST	0.02	0.02	0.02	0.03	0.03	0.03	0.03	0.03	0.03	0.03	0.02	0.02	0.03	0.04	0.01	0.03	0.07	0.07	0.07	0.26	79.82	TCN
122	2024-07-30	80.54	82.78	80.35	84.17	80.12	80.81	80.69	58.13	79.66	79.32	81.27	82.96	80.95	80.93	79.71	80.94	84.38	81.21	80.17	81.39	78.07	79.66	80.69	GRU	PatchTST	0.02	0.03	0.02	0.03	0.03	0.04	0.04	0.04	0.04	0.03	0.03	0.04	0.04	0.06	0.02	0.04	0.08	0.08	0.06	0.26	79.32	TCN
123	2024-07-31	78.89	82.6	79.5	84.33	78.99	79.63	79.16	58.13	78.81	78.76	80.65	81.86	79.21	79.61	78.74	80.71	84.39	79.85	78.97	80.57	80.84	78.74	79.16	NLinear	PatchTST	0.03	0.02	0.03	0.02	0.02	0.02	0.0	0.02	0.0	0.02	0.02	0.02	0.0	0.02	0.03	0.01	0.04	0.04	0.01	0.28	80.71	TFT
124	2024-08-01	80.06	82.36	82.02	85.04	80.5	81.2	81.09	58.13	81.13	79.36	81.16	84.43	79.79	80.4	81.17	81.86	84.41	80.53	80.83	79.97	79.52	80.5	81.17	TSMixer	NLinear	0.02	0.02	0.02	0.01	0.02	0.02	0.02	0.01	0.03	0.03	0.01	0.0	0.01	0.04	0.0	0.01	0.07	0.06	0.06	0.27	79.36	TCN
125	2024-08-02	79.34	82.13	80.74	85.23	80.15	80.16	80.01	58.13	79.84	78.94	80.9	83.32	79.98	79.86	79.59	81.15	84.41	80.37	80.14	79.0	76.81	79.59	80.15	NLinear	TSMixer	0.04	0.04	0.04	0.04	0.04	0.04	0.05	0.04	0.06	0.05	0.03	0.04	0.03	0.07	0.03	0.05	0.11	0.1	0.08	0.24	78.94	TCN
126	2024-08-05	77.19	79.33	78.19	84.71	77.98	78.11	77.43	58.13	77.55	78.33	78.84	80.44	77.72	78.73	76.87	79.72	84.39	77.08	77.57	80.14	76.3	76.87	77.98	NLinear	TSMixer	0.01	0.02	0.02	0.02	0.01	0.02	0.03	0.03	0.04	0.02	0.01	0.02	0.05	0.04	0.03	0.01	0.11	0.11	0.05	0.24	76.87	NLinear
127	2024-08-06	75.82	78.36	77.83	84.63	76.91	77.74	76.74	58.13	77.2	77.78	77.83	79.72	77.27	78.06	77.08	79.07	84.33	76.22	76.8	79.75	76.48	76.74	77.2	PatchTST	GRU	0.01	0.0	0.01	0.01	0.0	0.02	0.02	0.02	0.03	0.02	0.01	0.01	0.04	0.02	0.02	0.0	0.11	0.1	0.04	0.24	76.74	PatchTST
128	2024-08-07	76.29	79.29	78.06	84.37	76.82	76.97	76.5	58.13	77.29	77.37	77.21	79.94	77.02	76.65	76.85	78.73	84.26	75.45	76.72	77.61	78.33	76.5	77.29	PatchTST	GRU	0.02	0.02	0.01	0.02	0.02	0.02	0.01	0.02	0.01	0.0	0.03	0.02	0.01	0.01	0.01	0.04	0.08	0.08	0.02	0.26	78.06	LSTM
129	2024-08-08	77.7	79.11	79.88	84.73	78.18	78.15	77.95	58.13	78.78	77.64	77.77	81.68	77.64	77.44	78.21	79.2	84.19	75.79	78.15	77.5	79.16	77.95	78.78	PatchTST	GRU	0.01	0.01	0.0	0.01	0.02	0.01	0.02	0.02	0.0	0.01	0.02	0.02	0.02	0.0	0.02	0.04	0.07	0.06	0.03	0.27	79.2	TFT
130	2024-08-09	77.74	78.62	80.54	84.54	79.23	79.31	78.5	58.13	79.39	77.99	78.75	82.57	77.15	79.07	78.28	79.14	84.12	75.97	78.95	77.96	79.66	78.28	79.39	NLinear	GRU	0.02	0.01	0.0	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.02	0.03	0.02	0.01	0.02	0.05	0.06	0.06	0.04	0.27	79.39	GRU
131	2024-08-12	78.47	78.5	80.93	85.06	79.79	80.1	79.42	58.13	79.78	78.39	79.57	83.06	78.18	80.0	79.61	79.25	84.06	77.95	79.73	79.03	82.3	79.42	79.79	PatchTST	TSMixer	0.03	0.03	0.03	0.03	0.03	0.03	0.03	0.03	0.04	0.02	0.05	0.05	0.04	0.05	0.05	0.05	0.03	0.02	0.01	0.29	83.06	DilatedRNN
132	2024-08-13	81.87	80.26	83.15	85.94	81.59	82.07	82.25	58.13	82.05	79.53	81.19	85.49	80.48	81.39	82.39	82.33	84.01	83.4	81.75	83.1	80.69	81.59	82.39	TSMixer	NLinear	0.02	0.01	0.02	0.01	0.02	0.02	0.01	0.01	0.02	0.03	0.01	0.0	0.03	0.01	0.01	0.03	0.07	0.04	0.06	0.28	80.48	MLP
133	2024-08-14	80.76	80.05	81.68	85.9	81.08	80.88	80.66	58.13	80.64	79.24	80.59	84.26	80.33	80.39	81.11	80.44	83.89	83.77	81.02	81.24	79.76	80.64	81.11	GRU	NLinear	0.02	0.02	0.01	0.02	0.01	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.02	0.0	0.01	0.05	0.08	0.05	0.06	0.27	80.05	Informer
134	2024-08-15	79.71	80.45	80.95	85.15	80.22	80.23	79.82	58.13	80.02	79.05	79.94	83.32	79.93	79.81	80.15	79.37	83.77	82.45	79.99	78.06	81.04	79.82	80.22	PatchTST	TSMixer	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.02	0.02	0.0	0.02	0.01	0.04	0.01	0.02	0.02	0.05	0.03	0.03	0.28	80.95	LSTM
135	2024-08-16	81.2	81.34	82.11	86.08	80.92	80.91	81.18	58.13	81.21	79.3	80.64	84.58	80.32	80.92	80.54	80.93	83.64	82.75	80.74	81.48	79.68	80.54	81.21	NLinear	GRU	0.01	0.01	0.02	0.02	0.02	0.02	0.01	0.02	0.02	0.03	0.02	0.01	0.02	0.02	0.0	0.04	0.08	0.05	0.06	0.27	79.3	TCN
136	2024-08-19	80.0	80.32	80.87	86.02	80.26	80.54	80.15	58.13	79.99	78.89	80.02	83.47	80.32	80.12	79.86	79.34	83.53	83.52	80.0	81.03	77.66	79.86	80.26	NLinear	TSMixer	0.03	0.03	0.03	0.03	0.03	0.04	0.03	0.03	0.02	0.04	0.03	0.03	0.04	0.03	0.02	0.08	0.11	0.08	0.07	0.25	78.89	TCN
137	2024-08-20	78.83	80.34	79.05	83.58	78.69	78.99	78.88	58.13	78.32	78.18	78.96	81.31	79.79	78.59	78.04	77.87	83.36	84.53	78.37	79.06	77.2	78.04	78.88	NLinear	PatchTST	0.01	0.02	0.01	0.02	0.02	0.02	0.02	0.02	0.01	0.02	0.02	0.03	0.02	0.04	0.01	0.09	0.08	0.08	0.05	0.25	77.87	TFT
138	2024-08-21	78.27	79.63	78.71	82.97	77.94	78.44	77.95	58.13	77.98	77.7	78.18	80.74	79.85	77.29	77.77	77.48	83.21	85.37	77.53	79.55	76.05	77.53	77.98	TiDE	GRU	0.02	0.02	0.03	0.02	0.02	0.03	0.03	0.02	0.02	0.04	0.03	0.05	0.05	0.05	0.02	0.12	0.09	0.09	0.06	0.24	77.29	DLinear
139	2024-08-22	77.62	77.05	77.55	82.69	77.0	77.45	76.26	58.13	76.93	77.04	77.34	79.57	77.29	76.68	76.69	76.72	83.04	85.04	76.71	77.91	77.22	76.26	77.0	PatchTST	TSMixer	0.01	0.01	0.0	0.0	0.01	0.0	0.0	0.01	0.01	0.0	0.01	0.0	0.01	0.0	0.0	0.1	0.07	0.08	0.03	0.25	77.29	MLP
140	2024-08-23	77.5	79.24	78.83	83.21	77.41	78.55	76.94	58.13	77.89	76.98	77.72	80.62	77.23	77.52	77.08	77.35	82.85	84.23	77.2	77.33	78.15	76.94	77.89	PatchTST	GRU	0.01	0.01	0.0	0.01	0.02	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.01	0.08	0.06	0.06	0.03	0.26	77.89	GRU
141	2024-08-26	78.33	78.59	79.67	82.94	78.39	78.92	77.49	58.13	78.59	77.25	78.23	81.55	77.74	77.88	78.15	77.95	82.68	84.78	77.83	76.48	80.36	77.49	78.59	PatchTST	GRU	0.03	0.03	0.02	0.02	0.04	0.02	0.03	0.03	0.03	0.01	0.03	0.03	0.05	0.02	0.04	0.06	0.03	0.03	0.01	0.28	79.67	LSTM
142	2024-08-27	79.67	81.12	81.59	82.97	80.18	80.69	80.21	58.13	80.4	78.09	79.7	83.61	79.66	79.11	80.4	80.59	82.49	86.04	80.46	79.97	78.66	80.18	80.46	TSMixer	TiDE	0.02	0.02	0.02	0.02	0.02	0.03	0.01	0.01	0.02	0.04	0.01	0.01	0.02	0.03	0.01	0.09	0.05	0.05	0.06	0.26	79.11	DLinear
143	2024-08-28	78.41	79.51	79.96	82.45	79.41	80.19	79.05	58.13	78.89	77.92	79.36	82.07	78.44	77.94	78.93	78.36	82.28	83.7	79.44	79.08	77.58	78.89	79.44	GRU	TiDE	0.02	0.02	0.02	0.02	0.02	0.03	0.02	0.0	0.01	0.03	0.01	0.01	0.02	0.02	0.0	0.08	0.06	0.06	0.06	0.25	77.92	TCN
144	2024-08-29	78.4	78.41	79.02	80.86	78.24	78.61	77.96	58.13	78.09	77.77	78.28	80.88	77.73	78.45	78.19	77.39	82.0	82.81	78.25	79.23	78.82	77.96	78.25	PatchTST	TiDE	0.01	0.01	0.01	0.01	0.01	0.0	0.01	0.0	0.02	0.0	0.01	0.01	0.01	0.01	0.01	0.05	0.03	0.04	0.03	0.26	79.02	LSTM
145	2024-08-30	78.95	78.73	80.26	81.3	78.7	79.23	79.17	58.13	79.22	77.91	78.39	82.13	79.42	78.8	79.6	78.59	81.73	84.97	78.95	79.65	76.93	78.7	79.6	TSMixer	NLinear	0.03	0.03	0.03	0.02	0.03	0.03	0.02	0.02	0.02	0.04	0.03	0.03	0.04	0.02	0.01	0.1	0.06	0.06	0.07	0.24	77.91	TCN
146	2024-09-02	76.82	77.15	78.36	79.08	77.64	77.55	77.22	58.13	77.53	77.27	77.07	80.48	77.9	76.77	77.1	76.99	81.46	80.98	77.16	77.78	77.52	77.1	77.64	NLinear	TSMixer	0.01	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.01	0.01	0.01	0.0	0.0	0.0	0.0	0.04	0.02	0.05	0.04	0.25	77.53	GRU
147	2024-09-03	78.45	77.62	79.07	81.54	77.68	77.93	78.02	58.13	78.09	77.29	76.97	80.87	78.95	78.09	76.8	77.37	81.23	81.66	77.29	77.73	73.75	76.8	78.09	NLinear	GRU	0.04	0.05	0.06	0.05	0.06	0.06	0.04	0.06	0.05	0.07	0.06	0.07	0.05	0.05	0.05	0.11	0.11	0.1	0.1	0.21	76.8	NLinear
148	2024-09-04	75.29	73.73	74.9	79.38	75.22	75.62	74.12	58.13	74.64	76.25	75.2	77.13	74.98	75.5	74.33	75.36	80.98	80.37	74.68	77.49	72.7	74.12	75.22	PatchTST	TSMixer	0.02	0.03	0.03	0.03	0.02	0.04	0.03	0.04	0.04	0.03	0.04	0.03	0.07	0.01	0.05	0.11	0.09	0.11	0.06	0.2	73.73	Informer
149	2024-09-05	72.83	73.33	73.98	78.79	73.53	74.44	72.7	58.13	73.7	75.33	74.35	75.51	74.15	74.4	73.39	74.78	80.71	79.04	73.57	77.77	72.69	72.7	73.7	PatchTST	GRU	0.01	0.01	0.01	0.01	0.0	0.02	0.02	0.02	0.03	0.02	0.0	0.02	0.07	0.01	0.04	0.09	0.08	0.11	0.04	0.2	72.7	PatchTST
150	2024-09-06	72.39	73.59	74.06	77.27	73.28	72.31	72.97	58.13	73.63	74.73	74.2	75.51	72.8	73.56	73.14	75.05	80.41	78.94	72.95	74.5	71.06	72.95	73.63	TiDE	GRU	0.03	0.03	0.04	0.03	0.03	0.02	0.04	0.04	0.06	0.04	0.02	0.02	0.05	0.04	0.05	0.11	0.09	0.13	0.06	0.18	72.31	TSMixerx
151	2024-09-09	71.08	72.12	72.17	74.71	72.07	70.85	71.73	58.13	71.94	73.85	73.4	73.57	71.88	71.82	71.46	74.35	80.1	77.38	71.61	72.87	71.84	71.46	72.07	NLinear	TSMixer	0.01	0.0	0.0	0.0	0.0	0.01	0.02	0.0	0.03	0.0	0.01	0.0	0.01	0.0	0.03	0.08	0.04	0.11	0.02	0.19	71.82	DLinear
152	2024-09-10	73.01	72.68	73.2	75.11	72.29	71.72	72.13	58.13	72.62	73.66	74.28	74.19	73.3	72.54	72.04	73.9	79.79	78.54	72.08	73.11	69.19	72.04	72.62	NLinear	GRU	0.04	0.04	0.05	0.04	0.04	0.04	0.07	0.05	0.07	0.06	0.06	0.06	0.06	0.05	0.06	0.14	0.09	0.15	0.07	0.16	71.72	TSMixerx
153	2024-09-11	68.98	69.03	69.99	73.17	70.55	70.97	70.36	58.13	69.71	72.95	73.37	70.96	69.36	70.5	69.9	71.45	79.5	75.13	70.1	71.53	70.61	69.71	70.55	GRU	TSMixer	0.01	0.01	0.01	0.0	0.0	0.01	0.04	0.0	0.01	0.01	0.02	0.02	0.01	0.02	0.03	0.06	0.04	0.13	0.0	0.18	70.55	TSMixer
154	2024-09-12	68.93	66.91	71.93	73.61	70.61	72.13	70.79	58.13	71.21	72.99	72.75	72.38	70.52	70.89	71.06	72.05	79.15	75.36	70.99	72.19	71.97	70.61	71.21	TSMixer	GRU	0.01	0.01	0.01	0.02	0.02	0.0	0.01	0.02	0.0	0.0	0.04	0.02	0.0	0.07	0.01	0.05	0.02	0.1	0.01	0.19	71.93	LSTM
155	2024-09-13	71.77	69.1	73.41	73.95	71.59	72.9	72.03	58.13	72.58	73.25	72.3	74.19	72.18	71.27	72.18	73.05	78.8	75.84	71.72	70.77	71.61	71.59	72.58	TSMixer	GRU	0.01	0.0	0.01	0.0	0.01	0.02	0.01	0.0	0.02	0.03	0.0	0.01	0.01	0.04	0.02	0.06	0.03	0.1	0.04	0.19	71.59	TSMixer
156	2024-09-16	71.81	66.98	72.88	74.15	71.64	73.05	71.09	58.13	72.15	73.2	71.7	73.83	73.8	70.68	71.47	73.17	78.54	73.95	71.53	70.88	72.75	71.09	72.15	PatchTST	GRU	0.02	0.02	0.01	0.02	0.02	0.0	0.01	0.03	0.01	0.0	0.01	0.01	0.03	0.08	0.01	0.02	0.02	0.08	0.01	0.2	72.88	LSTM
157	2024-09-17	72.31	69.3	74.23	74.26	72.63	73.56	72.37	58.13	73.24	73.63	71.61	75.07	72.9	72.57	72.46	74.09	78.29	73.82	72.29	73.63	73.7	72.29	73.24	TiDE	GRU	0.02	0.02	0.01	0.01	0.02	0.0	0.03	0.02	0.01	0.01	0.02	0.01	0.0	0.06	0.0	0.0	0.01	0.06	0.02	0.21	73.63	TCN
158	2024-09-18	72.37	70.85	75.23	73.76	73.34	73.9	74.02	58.13	74.13	73.97	72.07	76.38	73.22	73.58	73.21	74.43	78.1	75.57	73.08	71.82	73.65	73.08	74.13	TiDE	GRU	0.01	0.01	0.01	0.0	0.01	0.0	0.02	0.0	0.01	0.02	0.02	0.01	0.02	0.04	0.0	0.03	0.0	0.06	0.04	0.21	73.58	DLinear
159	2024-09-19	73.86	72.69	75.09	74.79	73.71	74.36	73.76	58.13	74.08	74.1	72.14	76.35	75.52	73.5	73.67	73.65	77.91	77.16	73.42	74.3	74.88	73.42	74.08	TiDE	GRU	0.02	0.02	0.01	0.02	0.01	0.01	0.04	0.02	0.02	0.0	0.01	0.01	0.01	0.03	0.01	0.03	0.0	0.04	0.02	0.22	74.79	iTransformer
160	2024-09-20	74.29	73.76	76.5	75.13	74.69	74.9	74.59	58.13	75.29	74.62	73.77	77.65	74.4	74.07	74.56	74.78	77.73	77.99	74.79	75.24	74.49	74.56	75.29	NLinear	GRU	0.0	0.0	0.01	0.0	0.0	0.01	0.01	0.01	0.0	0.03	0.0	0.0	0.01	0.01	0.0	0.05	0.01	0.04	0.04	0.22	74.56	NLinear
161	2024-09-23	72.93	71.4	75.98	74.74	74.78	75.37	74.34	58.13	74.93	74.59	73.97	77.48	73.8	74.66	74.3	74.69	77.57	77.05	74.54	73.45	73.21	74.3	74.93	NLinear	GRU	0.01	0.02	0.02	0.02	0.02	0.03	0.01	0.02	0.02	0.04	0.0	0.01	0.0	0.02	0.02	0.05	0.02	0.06	0.06	0.21	73.45	DeepNPTS
162	2024-09-24	72.28	72.6	74.52	74.1	74.01	75.31	73.19	58.13	73.78	74.18	73.6	75.98	72.49	74.37	73.43	73.86	77.43	75.5	73.61	73.29	74.47	73.19	74.01	PatchTST	TSMixer	0.01	0.01	0.01	0.01	0.02	0.01	0.01	0.0	0.01	0.0	0.03	0.03	0.02	0.03	0.0	0.01	0.01	0.04	0.02	0.22	74.52	LSTM
163	2024-09-25	74.28	73.13	76.07	74.43	74.29	75.67	74.63	58.13	75.03	74.37	74.49	77.34	74.33	74.26	74.7	75.34	77.34	75.54	74.24	74.86	72.9	74.24	75.03	TiDE	GRU	0.02	0.02	0.03	0.02	0.02	0.04	0.02	0.02	0.03	0.04	0.02	0.02	0.03	0.0	0.02	0.04	0.02	0.06	0.06	0.2	73.13	Informer
164	2024-09-26	73.59	72.58	74.17	73.36	73.57	74.34	72.66	58.13	73.54	73.85	73.61	75.72	73.21	72.89	73.67	73.07	77.13	74.96	73.01	73.97	71.09	72.66	73.67	PatchTST	NLinear	0.04	0.03	0.03	0.03	0.02	0.05	0.04	0.03	0.03	0.04	0.04	0.03	0.04	0.02	0.04	0.05	0.03	0.08	0.07	0.18	72.58	Informer
165	2024-09-27	73.06	73.39	72.17	72.25	72.04	72.59	71.93	58.13	71.78	73.02	72.83	73.28	73.05	71.92	71.5	71.15	76.93	76.19	71.98	74.46	71.54	71.5	72.04	NLinear	TSMixer	0.0	0.01	0.0	0.01	0.01	0.01	0.02	0.01	0.01	0.01	0.02	0.02	0.04	0.03	0.02	0.06	0.01	0.08	0.02	0.19	71.5	NLinear
166	2024-09-30	73.48	72.99	72.85	72.62	71.94	72.61	71.38	58.13	72.26	72.85	72.48	73.73	72.94	71.62	71.73	71.46	76.82	77.63	71.56	74.2	71.7	71.38	72.26	PatchTST	GRU	0.0	0.0	0.01	0.0	0.0	0.01	0.01	0.0	0.0	0.02	0.02	0.02	0.03	0.02	0.02	0.08	0.01	0.07	0.03	0.19	71.73	NLinear
167	2024-10-01	72.31	72.77	73.01	73.16	72.0	72.18	71.53	58.13	72.39	72.78	72.44	74.02	72.23	72.11	71.88	71.53	76.72	76.0	71.93	72.8	73.56	71.53	72.39	PatchTST	GRU	0.02	0.02	0.02	0.02	0.03	0.02	0.02	0.02	0.03	0.01	0.02	0.02	0.01	0.01	0.01	0.03	0.01	0.04	0.01	0.21	73.16	iTransformer
168	2024-10-02	74.69	72.38	75.15	73.88	73.4	73.89	73.44	58.13	74.1	73.36	73.24	76.17	74.19	71.95	73.61	73.56	76.65	77.14	73.38	72.67	73.9	73.38	74.1	TiDE	GRU	0.0	0.01	0.0	0.01	0.01	0.0	0.01	0.03	0.0	0.02	0.01	0.0	0.02	0.02	0.01	0.04	0.0	0.04	0.03	0.21	73.89	TSMixerx
169	2024-10-03	73.42	73.6	75.4	73.74	74.09	73.94	73.69	58.13	74.36	73.74	73.63	76.59	73.35	72.47	73.73	74.09	76.53	75.64	73.8	73.04	77.62	73.69	74.36	PatchTST	GRU	0.05	0.05	0.04	0.05	0.05	0.05	0.05	0.07	0.05	0.03	0.05	0.06	0.06	0.05	0.05	0.03	0.05	0.01	0.01	0.25	76.59	DilatedRNN
170	2024-10-04	76.2	76.15	79.33	76.2	76.58	77.09	77.59	58.13	77.73	75.52	76.16	80.28	75.87	76.36	77.14	74.93	76.48	78.66	77.23	76.0	78.05	76.58	77.73	TSMixer	GRU	0.01	0.01	0.0	0.02	0.01	0.01	0.02	0.02	0.04	0.02	0.02	0.03	0.03	0.02	0.03	0.01	0.02	0.02	0.03	0.26	77.73	GRU
171	2024-10-07	76.87	76.4	79.55	76.32	77.73	78.31	77.78	58.13	78.06	76.12	77.31	80.98	77.41	76.35	78.13	76.24	76.43	77.92	77.83	76.72	80.93	77.73	78.13	TSMixer	NLinear	0.03	0.04	0.04	0.04	0.04	0.03	0.04	0.06	0.06	0.02	0.05	0.04	0.05	0.06	0.06	0.04	0.06	0.06	0.0	0.28	80.98	DilatedRNN
172	2024-10-08	78.97	77.61	82.07	78.25	79.8	81.06	79.67	58.13	80.59	77.82	78.95	83.76	79.91	79.72	80.54	76.91	76.37	79.75	80.4	78.5	77.18	79.67	80.59	PatchTST	GRU	0.04	0.04	0.04	0.03	0.03	0.05	0.02	0.03	0.0	0.06	0.02	0.04	0.02	0.01	0.01	0.03	0.01	0.01	0.09	0.25	76.91	TFT
173	2024-10-09	76.71	76.67	78.46	76.33	78.15	78.31	76.89	58.13	77.39	77.15	77.42	80.54	76.75	77.71	77.49	76.47	76.25	77.65	77.74	77.09	76.58	76.89	78.15	PatchTST	TSMixer	0.01	0.02	0.01	0.02	0.0	0.02	0.01	0.01	0.0	0.02	0.0	0.0	0.01	0.0	0.01	0.01	0.0	0.0	0.05	0.24	76.67	Informer
174	2024-10-10	74.71	75.87	78.09	75.63	76.95	77.54	76.65	58.13	77.17	76.72	76.6	79.78	76.4	76.52	76.86	76.52	76.15	77.29	76.88	76.3	79.4	76.65	77.17	PatchTST	GRU	0.03	0.03	0.03	0.03	0.03	0.02	0.04	0.04	0.04	0.02	0.06	0.04	0.04	0.04	0.03	0.03	0.05	0.04	0.0	0.27	79.78	DilatedRNN
175	2024-10-11	78.1	78.02	80.83	76.64	78.73	80.42	79.59	58.13	79.65	77.49	79.02	82.63	78.76	79.2	79.45	78.02	76.08	79.11	79.0	79.38	79.04	78.73	79.65	TSMixer	GRU	0.01	0.0	0.01	0.0	0.01	0.02	0.0	0.0	0.01	0.02	0.01	0.0	0.0	0.01	0.02	0.0	0.03	0.04	0.05	0.26	79.02	BiTCN
176	2024-10-14	79.31	78.45	80.38	77.33	79.12	80.61	79.91	58.13	79.25	77.22	79.24	82.59	80.09	78.34	79.16	78.15	76.06	79.25	79.23	79.04	77.46	79.12	79.91	TSMixer	PatchTST	0.02	0.02	0.02	0.02	0.03	0.04	0.02	0.01	0.01	0.04	0.02	0.03	0.02	0.01	0.0	0.02	0.0	0.02	0.07	0.25	77.33	iTransformer
177	2024-10-15	79.06	78.45	78.88	76.58	77.99	79.68	77.9	58.13	77.91	76.95	78.16	80.93	78.44	78.17	77.41	77.17	76.05	78.77	78.08	77.44	74.25	77.41	78.08	NLinear	TiDE	0.04	0.05	0.05	0.05	0.05	0.07	0.05	0.05	0.04	0.06	0.06	0.06	0.04	0.06	0.04	0.06	0.03	0.02	0.09	0.22	76.05	StemGNN
178	2024-10-16	76.9	76.2	75.49	74.08	75.5	75.63	74.25	58.13	75.15	75.86	74.33	77.56	74.45	76.55	74.97	74.94	75.97	76.42	74.96	74.4	74.22	74.25	75.5	PatchTST	TSMixer	0.01	0.01	0.01	0.02	0.0	0.02	0.0	0.03	0.01	0.02	0.04	0.0	0.0	0.03	0.02	0.03	0.0	0.02	0.04	0.22	74.25	PatchTST
179	2024-10-17	75.88	75.2	75.71	74.01	74.41	75.85	74.99	58.13	75.18	75.22	73.83	77.35	75.29	74.89	75.46	75.62	75.93	76.84	74.82	75.08	74.45	74.41	75.46	TSMixer	NLinear	0.01	0.0	0.01	0.0	0.01	0.02	0.01	0.01	0.02	0.02	0.02	0.01	0.01	0.01	0.01	0.03	0.01	0.02	0.04	0.22	74.41	TSMixer
180	2024-10-18	74.78	74.61	75.99	73.8	74.54	74.62	73.98	58.13	75.33	74.89	73.79	77.62	74.02	74.37	74.7	75.79	75.85	75.82	74.45	75.27	73.06	73.98	75.33	PatchTST	GRU	0.02	0.02	0.03	0.02	0.01	0.02	0.01	0.02	0.04	0.04	0.02	0.01	0.03	0.02	0.03	0.04	0.01	0.04	0.06	0.2	73.79	BiTCN
181	2024-10-21	72.49	73.03	74.36	73.46	73.74	72.77	72.76	58.13	73.89	74.32	73.25	75.99	71.82	73.15	72.94	73.13	75.71	74.18	73.58	74.09	74.29	72.76	73.89	PatchTST	GRU	0.02	0.01	0.01	0.01	0.02	0.02	0.01	0.02	0.02	0.0	0.02	0.03	0.0	0.02	0.0	0.0	0.01	0.02	0.02	0.22	74.32	TCN
182	2024-10-22	74.15	73.57	75.89	73.65	74.34	74.25	74.57	58.13	75.01	74.71	74.22	77.13	74.49	73.9	74.01	74.77	75.51	74.88	74.53	72.37	76.04	74.01	75.01	NLinear	GRU	0.03	0.02	0.01	0.02	0.02	0.02	0.02	0.03	0.02	0.0	0.02	0.02	0.05	0.03	0.02	0.02	0.03	0.01	0.01	0.24	75.89	LSTM
183	2024-10-23	75.88	75.88	77.72	74.66	75.59	75.3	77.22	58.13	76.56	75.32	75.88	79.01	76.48	75.48	76.09	74.52	75.43	76.53	76.3	73.64	74.96	75.59	77.22	TSMixer	PatchTST	0.02	0.02	0.02	0.01	0.03	0.0	0.01	0.01	0.01	0.04	0.01	0.02	0.02	0.01	0.0	0.02	0.0	0.01	0.05	0.22	74.66	iTransformer
184	2024-10-24	74.96	75.25	76.42	74.62	74.98	74.94	76.09	58.13	75.5	75.34	75.14	77.97	75.6	74.74	76.03	73.72	75.35	76.01	75.39	74.67	74.03	74.98	76.09	TSMixer	PatchTST	0.03	0.02	0.02	0.01	0.03	0.01	0.02	0.01	0.0	0.03	0.01	0.02	0.01	0.02	0.02	0.03	0.01	0.02	0.05	0.21	73.72	TFT
185	2024-10-25	75.13	75.94	75.42	74.55	74.32	73.34	74.03	58.13	74.65	75.04	73.83	76.84	73.35	74.23	74.21	75.43	75.2	75.26	74.22	73.04	75.63	74.03	74.65	PatchTST	GRU	0.02	0.02	0.01	0.02	0.02	0.03	0.02	0.02	0.0	0.0	0.01	0.03	0.03	0.0	0.01	0.0	0.01	0.01	0.02	0.23	75.43	TFT
186	2024-10-28	71.62	77.71	77.28	75.05	75.06	74.77	75.24	58.13	76.2	75.4	75.54	78.61	74.3	75.61	75.36	75.33	75.16	75.54	75.05	75.58	71.0	75.05	76.2	TiDE	GRU	0.06	0.06	0.07	0.06	0.06	0.05	0.06	0.06	0.06	0.09	0.01	0.05	0.06	0.09	0.06	0.06	0.06	0.06	0.11	0.18	71.62	NHITS
187	2024-10-29	71.5	72.21	71.82	72.52	72.63	71.87	72.27	58.13	71.71	74.06	72.45	73.54	73.04	73.55	71.15	72.22	74.99	74.05	71.91	74.4	70.73	71.15	72.63	NLinear	TSMixer	0.01	0.02	0.01	0.03	0.02	0.02	0.02	0.04	0.02	0.02	0.01	0.03	0.05	0.02	0.05	0.05	0.03	0.06	0.04	0.18	71.15	NLinear
188	2024-10-30	72.69	70.99	71.9	70.13	71.65	71.63	72.57	58.13	71.52	73.37	72.16	72.72	73.33	72.76	70.98	72.35	74.93	74.03	71.81	73.31	72.16	70.98	72.57	NLinear	PatchTST	0.02	0.0	0.01	0.01	0.01	0.01	0.0	0.01	0.0	0.0	0.01	0.02	0.02	0.02	0.02	0.03	0.03	0.04	0.01	0.19	72.16	BiTCN
189	2024-10-31	71.18	73.44	73.6	70.27	72.54	72.95	72.82	58.13	72.92	73.34	72.46	74.67	72.59	72.52	72.75	73.49	74.92	73.85	72.35	73.46	72.81	72.35	72.92	TiDE	GRU	0.0	0.01	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.01	0.02	0.0	0.01	0.01	0.01	0.01	0.03	0.03	0.03	0.2	72.82	PatchTST
190	2024-11-01	73.54	72.87	74.27	71.74	73.1	73.62	72.87	58.13	73.46	73.38	73.03	75.53	74.44	72.57	72.94	73.78	74.93	73.84	73.61	74.47	73.1	72.87	73.61	PatchTST	TiDE	0.0	0.01	0.0	0.0	0.0	0.01	0.0	0.01	0.01	0.02	0.01	0.02	0.02	0.0	0.0	0.01	0.02	0.02	0.03	0.2	73.1	TSMixer
191	2024-11-04	74.22	74.52	74.55	71.74	73.14	72.77	72.7	58.13	73.66	73.51	73.18	75.77	74.52	73.67	73.4	73.67	74.96	74.09	73.28	75.28	75.08	72.7	73.66	PatchTST	GRU	0.02	0.02	0.02	0.03	0.03	0.03	0.03	0.02	0.02	0.01	0.01	0.01	0.0	0.01	0.02	0.01	0.04	0.0	0.01	0.23	74.96	StemGNN
192	2024-11-05	75.55	74.99	76.76	72.82	74.3	74.47	74.39	58.13	75.52	74.38	74.15	77.92	74.81	76.0	75.23	75.57	75.04	74.85	74.43	74.61	75.53	74.3	75.52	TSMixer	GRU	0.0	0.01	0.0	0.02	0.02	0.01	0.02	0.01	0.0	0.02	0.0	0.01	0.01	0.01	0.02	0.01	0.04	0.01	0.03	0.23	75.52	GRU
193	2024-11-06	76.13	77.01	77.11	73.78	74.96	75.09	76.2	58.13	75.91	74.79	75.04	78.5	76.54	75.46	76.07	74.5	75.16	76.3	75.39	75.78	74.92	74.96	76.2	TSMixer	PatchTST	0.02	0.01	0.01	0.0	0.02	0.0	0.0	0.01	0.01	0.03	0.02	0.02	0.01	0.03	0.0	0.02	0.02	0.0	0.05	0.22	74.96	TSMixer
194	2024-11-07	75.9	75.76	76.41	73.97	74.71	73.49	75.56	58.13	75.36	74.92	74.68	77.79	76.37	73.87	74.29	74.53	75.24	76.68	74.6	74.44	75.63	74.29	75.56	NLinear	PatchTST	0.02	0.01	0.0	0.01	0.0	0.03	0.01	0.02	0.01	0.01	0.0	0.01	0.02	0.0	0.01	0.01	0.02	0.01	0.03	0.23	75.56	PatchTST
195	2024-11-08	75.25	76.7	77.22	74.68	75.08	75.73	75.4	58.13	76.1	75.33	75.19	78.53	76.97	75.76	75.07	73.75	75.32	77.58	75.48	74.92	73.87	75.07	76.1	NLinear	GRU	0.02	0.02	0.03	0.02	0.02	0.03	0.02	0.03	0.0	0.05	0.02	0.04	0.01	0.04	0.02	0.05	0.01	0.02	0.06	0.21	73.75	TFT
196	2024-11-11	74.35	73.32	75.19	74.84	74.69	73.74	73.29	58.13	74.45	74.87	73.94	76.84	74.36	73.69	74.2	74.22	75.36	76.12	74.47	74.22	71.83	73.29	74.69	PatchTST	TSMixer	0.03	0.04	0.04	0.04	0.02	0.03	0.03	0.03	0.03	0.05	0.04	0.04	0.03	0.02	0.04	0.06	0.04	0.05	0.07	0.19	73.29	PatchTST
197	2024-11-12	73.28	72.56	72.95	72.89	72.78	71.76	72.51	58.13	72.59	73.97	72.26	74.21	74.06	72.82	72.05	72.79	75.35	74.5	72.75	73.62	71.89	72.05	72.78	NLinear	TSMixer	0.0	0.01	0.01	0.01	0.01	0.0	0.01	0.01	0.01	0.01	0.02	0.03	0.02	0.01	0.03	0.04	0.01	0.05	0.03	0.19	71.76	TSMixerx
198	2024-11-13	73.52	73.04	73.09	72.87	72.61	70.67	72.08	58.71	73.06	73.84	72.25	74.62	73.97	72.76	72.38	73.73	75.25	74.6	72.11	73.56	72.28	72.08	73.06	PatchTST	GRU	0.0	0.0	0.01	0.0	0.0	0.02	0.0	0.01	0.02	0.01	0.02	0.02	0.02	0.01	0.02	0.03	0.01	0.04	0.03	0.19	72.25	BiTCN
199	2024-11-14	74.27	71.94	73.03	73.15	72.56	71.53	74.24	57.48	72.96	74.12	72.0	74.74	74.53	72.1	71.07	74.33	75.95	75.16	71.87	74.05	72.56	71.07	74.24	NLinear	PatchTST	0.02	0.01	0.01	0.0	0.02	0.01	0.01	0.01	0.02	0.01	0.02	0.03	0.02	0.01	0.02	0.04	0.01	0.05	0.03	0.21	72.56	TSMixer
200	2024-11-15	74.09	71.95	73.23	72.99	72.74	71.25	74.29	60.04	73.06	73.95	71.82	74.91	74.62	73.0	71.94	74.64	75.57	74.29	71.75	74.21	71.04	71.75	74.29	TiDE	PatchTST	0.01	0.01	0.03	0.02	0.05	0.0	0.01	0.03	0.05	0.03	0.04	0.05	0.04	0.01	0.04	0.05	0.03	0.06	0.05	0.15	71.25	TSMixerx
201	2024-11-18	71.69	71.97	73.24	73.3	72.74	71.29	72.43	58.08	73.39	73.92	71.68	74.8	71.75	72.77	73.58	74.81	75.58	73.32	71.79	75.22	73.3	71.79	73.58	TiDE	NLinear	0.0	0.02	0.0	0.01	0.01	0.03	0.02	0.01	0.02	0.0	0.02	0.02	0.03	0.02	0.01	0.0	0.0	0.03	0.02	0.21	73.3	iTransformer
202	2024-11-19	72.14	74.52	74.75	74.21	73.09	75.37	73.71	60.01	73.79	73.81	73.21	75.26	72.49	73.12	73.77	74.19	75.17	72.98	73.39	72.6
203	2024-11-20	73.06	74.6	74.77	74.35	73.34	75.78	74.26	60.59	74.08	74.0	73.37	75.57	72.19	72.98	74.2	74.92	75.06	73.34	73.8	73.2
204	2024-11-21	73.53	74.56	74.66	74.69	73.75	75.53	75.42	59.35	73.96	74.02	73.7	75.68	73.03	73.77	75.2	75.36	75.81	74.11	74.5	72.86
205	2024-11-22	74.3	74.59	74.84	74.49	73.87	76.1	75.41	61.94	74.07	73.84	73.99	75.85	73.61	74.12	74.65	75.63	75.41	74.62	74.92	73.25
206	2024-11-25	74.76	74.36	74.82	74.88	73.61	75.95	75.61	59.96	74.3	73.93	73.81	75.76	73.68	74.55	73.03	75.77	75.41	75.13	74.15	72.72