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Benchmarks
Long-term forecasting on ETTm1 (Metrics: MSE, MAE, Information Gain Per Cost)
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0.356
MSE
Time-MoEultra
0.35448
0.36474
0.375
0.38526
Aug 6, 2025
MSE
MAE
Information Gain Per Cost
Updated 1mo ago
Evaluation Results
Method
Method
Links
MSE
MAE
Information Gain Per Cost
Time-MoEultra
Zero-shot=true, Foreca...
2025.08
0.356
0.391
406,100,000,000,000,000,000
FeDaL
Zero-shot=true, Foreca...
2025.08
0.36
0.39
454,500,000,000,000,000,000
Time-MoElarge
Zero-shot=true, Foreca...
2025.08
0.376
0.405
207,300,000,000,000,000,000
Time-MoEbase
Zero-shot=true, Foreca...
2025.08
0.394
0.415
860,500,000,000,000,000,000
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