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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
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RMSE
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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
#1
GBRT
SOTA
0.16
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#2
Offshore Macro Meteorological
SOTA
0.178
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#3
Mean Window Forecast
SOTA
0.182
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#4
RNN
SOTA
0.187
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#5
GBRT
SOTA
0.299
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#6
Hybrid Air-Water Temperature Difference
SOTA
0.303
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#7
Linear Forecast
SOTA
0.358
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#8
RNN
SOTA
0.375
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#9
Minute Climatology
SOTA
0.452
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#10
Minute Climatology
SOTA
0.453
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#11
Climatology
SOTA
0.48
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#12
Persistence
SOTA
0.758
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#13
Persistence
SOTA
0.821
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#14
Macro Meteorological
SOTA
0.864
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code
#15
Air-Water Temperature Difference
SOTA
0.91
RMSE
· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling
Code