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Benchmarks
Weather Forecasting on Weather data 1.4° resolution, 128x256
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0.0983
Latency (s)
EMFormer
0.075712
0.228181
0.38065
0.533119
Feb 1, 2026
Feb 9, 2026
Feb 17, 2026
Feb 25, 2026
Mar 5, 2026
Mar 13, 2026
Mar 22, 2026
Latency (s)
Training Time (Days)
Inference GPU Cost (M)
MACs (G)
Updated 25d ago
Evaluation Results
Method
Method
Links
Latency (s)
Training Time (Days)
Inference GPU Cost (M)
MACs (G)
EMFormer
Params (M)=157.9, MACs...
2026.02
0.0983
5,184,000
703,300,000
-
EMFormer
Params (M)=157.90, Tra...
2026.03
0.0983
60
-
102.54
STCast
Params (M)=654.82, MAC...
2026.02
0.115
-
546,700,000
-
STCast
Params (M)=654.82, Tra...
2026.03
0.115
5
-
436.12
VA-MoE
Params (M)=665.37, GPU...
2026.02
0.269
-
688,300,000
-
VA-MoE
Params (M)=665.37, Tra...
2026.03
0.269
12
-
-
OneForecast
Params (M)=24.76, MACs...
2026.02
0.663
-
225,300,000
-
OneForecast
Params (M)=24.76, Trai...
2026.03
0.663
8
-
509.27
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