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USNA-Cn2 (short-duration)
Time Series Analysis on USNA-Cn2 (short-duration)
Metric: RMSE (lower is better)
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#
Model
↕
RMSE
▲
Extra Data
Paper
Date
↕
Code
1
GBRT
0.16
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
2
Offshore Macro Meteorological
0.178
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
3
Mean Window Forecast
0.182
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
4
RNN
0.187
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
5
GBRT
0.299
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
6
Hybrid Air-Water Temperature Difference
0.303
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
7
Linear Forecast
0.358
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
8
RNN
0.375
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
9
Minute Climatology
0.452
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
10
Minute Climatology
0.453
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
11
Climatology
0.48
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
12
Persistence
0.758
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
13
Persistence
0.821
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
14
Macro Meteorological
0.864
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code
15
Air-Water Temperature Difference
0.91
No
Effective Benchmarks for Optical Turbulence Mode...
2024-01-07
Code