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

0.148MSE

iTransformer

-0.126841.728333.58355.43867Dec 14, 2020Oct 15, 2021Aug 17, 2022Jun 18, 2023Apr 19, 2024Feb 18, 2025Dec 21, 2025
Updated 4d ago

Evaluation Results

MethodLinks
2025.01
0.1480.24
2024.05
0.1480.24
2025.01
0.1490.24
2025.12
0.170.26
2025.12
0.1710.26
2025.12
0.1760.267
2024.05
0.1970.273
2020.12
0.2040.357
2025.12
0.2080.296
2025.12
0.210.299
2025.12
0.2140.31
2024.05
0.2150.292
2025.12
0.2160.326
2025.12
0.2320.341
2020.12
0.2380.368
2020.12
0.2390.359
2025.12
0.2430.347
2025.12
0.2430.347
2025.12
0.2530.356
2025.12
0.2660.362
2020.12
0.280.429
2020.12
0.3150.436
2025.12
0.3220.406
2020.12
0.4140.519
2020.12
0.4420.514
2020.12
0.4470.503
2020.12
0.4540.529
2020.12
0.4890.528
2020.12
0.4930.539
2020.12
0.5010.552
2020.12
0.5140.563
2020.12
0.5240.595
2020.12
0.540.571
2020.12
0.5430.578
2020.12
0.5580.609
2020.12
0.5630.595
2020.12
0.5820.608
2020.12
0.5940.638
2020.12
0.6240.645
2020.12
0.6570.683
2020.12
0.7230.655
2020.12
0.8790.764
2020.12
0.9710.884
2020.12
1.0320.833
2020.12
1.1360.876
2020.12
1.2120.898
2020.12
1.2510.933
2020.12
1.370.982
2020.12
1.5110.966
2020.12
1.5451.006
2020.12
1.6711.587
2020.12
2.2463.077
2020.12
2.7251.273
2020.12
3.5282.196
2020.12
4.2431.415
2020.12
4.8914.047
2020.12
6.9014.264
2020.12
7.0195.105