Time Series Regression on USNA-Cn2 (short-duration)

Metric: RMSE (lower is better)

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#	Model↕	RMSE▲	Extra Data	Paper	Date↕	Code
1	Offshore Macro Meteorological	0.178	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
2	GBRT	0.299	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
3	Hybrid Air-Water Temperature Difference	0.303	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
4	Linear Forecast	0.358	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
5	RNN	0.375	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
6	Minute Climatology	0.452	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
7	Climatology	0.48	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
8	Persistence	0.758	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
9	Macro Meteorological	0.864	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code
10	Air-Water Temperature Difference	0.91	No	Effective Benchmarks for Optical Turbulence Mode...	2024-01-07	Code

#1Offshore Macro MeteorologicalSOTA
0.178
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#2GBRTSOTA
0.299
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#3Hybrid Air-Water Temperature DifferenceSOTA
0.303
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#4Linear ForecastSOTA
0.358
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#5RNNSOTA
0.375
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#6Minute ClimatologySOTA
0.452
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#7ClimatologySOTA
0.48
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#8PersistenceSOTA
0.758
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#9Macro MeteorologicalSOTA
0.864
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code
#10Air-Water Temperature DifferenceSOTA
0.91
RMSE· 2024-01-07
Effective Benchmarks for Optical Turbulence Modeling Code