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Benchmarks
Multivariate Time Series Forecasting on Weather (Efficiency Metrics)
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4.94
MACS (T)
CI-TSMixer
4.34924
8.33687
12.3245
16.31213
Jun 14, 2023
MACS (T)
Parameters (M)
Epoch Time (s)
Max Memory (GB)
Updated 4d ago
Evaluation Results
Method
Method
Links
MACS (T)
Parameters (M)
Epoch Time (s)
Max Memory (GB)
CI-TSMixer
Channel Independence=true
2023.06
4.94
0.348
184.8
0.165
CI-TSMixer (G,H)
Gated Attention=true,...
2023.06
6.19
0.4
247.8
0.21
CI-TSMixer (G,H,CC)
Gated Attention=true,...
2023.06
6.21
0.405
250.2
0.211
PatchTST
2023.06
19.709
1.174
312
0.451
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