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Benchmarks
Multivariate forecasting on ELECTRICITY (first three users)
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0.147
MSE
ImputeFormer
0.139264
0.191482
0.2437
0.295918
Oct 9, 2024
MSE
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
ImputeFormer
Strategy=+Ours
2024.10
0.147
SAITS
Strategy=+Ours
2024.10
0.1497
BRITS
Strategy=+Ours
2024.10
0.1704
USGAN
Strategy=+Ours
2024.10
0.1704
GPVAE
Strategy=+Ours
2024.10
0.1717
Mean
Strategy=Original
2024.10
0.1776
ImputeFormer
Strategy=Original
2024.10
0.2231
SAITS
Strategy=Original
2024.10
0.2252
USGAN
Strategy=Original
2024.10
0.3355
BRITS
Strategy=Original
2024.10
0.3404
GPVAE
Strategy=Original
2024.10
0.3404
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