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Long-term time-series forecasting on ETTm1 (test)

0.026MSE

NLinear

-0.034120.371690.77751.18331May 26, 2022Jan 3, 2023Aug 14, 2023Mar 24, 2024Nov 2, 2024Jun 13, 2025Jan 22, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2022.05
0.0260.122
2024.10
0.0270.118
2022.05
0.0280.125
2022.05
0.0280.123
2024.10
0.0290.126
2022.05
0.0330.14
2022.05
0.0360.149
2022.05
0.0390.149
2022.05
0.0430.154
2022.05
0.0450.156
2026.01
0.0470.161
2026.01
0.0480.163
2026.01
0.0480.163
2022.05
0.0490.171
2026.01
0.0490.165
2022.05
0.0520.172
2026.01
0.0530.168
2022.05
0.0560.183
2022.05
0.0580.186
2022.05
0.0590.18
2022.05
0.0610.182
2026.01
0.0660.196
2022.05
0.0690.206
2026.01
0.070.204
2022.05
0.0710.209
2022.05
0.0730.207
2022.05
0.0760.218
2022.05
0.080.211
2022.05
0.080.21
2022.05
0.0810.216
2022.05
0.0840.231
2026.01
0.0910.236
2022.05
0.1020.25
2022.05
0.1050.248
2022.05
0.1090.277
2022.05
0.110.267
2022.05
0.1510.31
2022.05
0.1570.317
2022.05
0.2890.459
2025.01
0.3070.342
2025.01
0.3140.35
2024.05
0.3290.367
2023.10
0.3290.372
2024.05
0.3340.368
2024.12
0.3410.368
2024.05
0.3430.367
2024.12
0.3480.376
2024.12
0.350.368
2024.12
0.3530.382
2024.05
0.3550.376
2024.12
0.3570.379
2024.12
0.3590.378
2024.12
0.3730.404
2024.05
0.3810.383
2025.12
0.3850.399
2024.12
0.3870.411
2025.12
0.390.403
2025.12
0.3930.39
2023.10
0.3950.412
2024.12
0.40.406
2025.12
0.40.402
2025.12
0.4010.428
2024.05
0.4030.398
2025.12
0.4070.416
2025.12
0.410.412
2024.05
0.4140.404
2025.12
0.4140.414
2025.12
0.4190.424
2022.05
0.4270.591
2024.12
0.4290.425
2022.05
0.430.579
2022.05
0.4380.586
2025.12
0.4420.453
2023.10
0.4510.445
2024.05
0.4750.438
2025.12
0.5310.514
2025.12
0.6010.521
2025.12
0.7080.606
2023.10
1.1450.697
2023.10
1.2680.741
2023.10
1.5290.79